US9392946B1 - Heart rate sensor with high-aspect-ratio photodetector element - Google Patents

Heart rate sensor with high-aspect-ratio photodetector element Download PDF

Info

Publication number
US9392946B1
US9392946B1 US14/724,750 US201514724750A US9392946B1 US 9392946 B1 US9392946 B1 US 9392946B1 US 201514724750 A US201514724750 A US 201514724750A US 9392946 B1 US9392946 B1 US 9392946B1
Authority
US
United States
Prior art keywords
photodetector
light source
light
photodetector element
edge
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
US14/724,750
Inventor
Chris H. Sarantos
Peter W. Richards
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fitbit LLC
Original Assignee
Fitbit LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Fitbit LLC filed Critical Fitbit LLC
Priority to US14/724,750 priority Critical patent/US9392946B1/en
Assigned to FITBIT, INC. reassignment FITBIT, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: RICHARDS, PETER W., SARANTOS, CHRIS H.
Priority to EP16168661.3A priority patent/EP3097848B1/en
Priority to MYPI2016000981A priority patent/MY183004A/en
Priority to CN201610377864.4A priority patent/CN106175740A/en
Priority to US15/192,447 priority patent/US9775548B2/en
Application granted granted Critical
Publication of US9392946B1 publication Critical patent/US9392946B1/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • A61B5/14551Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
    • A61B5/14552Details of sensors specially adapted therefor
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • A61B5/0245Detecting, measuring or recording pulse rate or heart rate by using sensing means generating electric signals, i.e. ECG signals
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • A61B5/02416Detecting, measuring or recording pulse rate or heart rate using photoplethysmograph signals, e.g. generated by infrared radiation
    • A61B5/02427Details of sensor
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • A61B5/02416Detecting, measuring or recording pulse rate or heart rate using photoplethysmograph signals, e.g. generated by infrared radiation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • A61B5/02438Detecting, measuring or recording pulse rate or heart rate with portable devices, e.g. worn by the patient
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802Sensor mounted on worn items
    • A61B5/681Wristwatch-type devices
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271Specific aspects of physiological measurement analysis
    • A61B5/7278Artificial waveform generation or derivation, e.g. synthesising signals from measured signals
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0233Special features of optical sensors or probes classified in A61B5/00
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/04Arrangements of multiple sensors of the same type
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/04Arrangements of multiple sensors of the same type
    • A61B2562/046Arrangements of multiple sensors of the same type in a matrix array

Definitions

  • Heart rate may be measured using any of a variety of different sensors, including, for example, electrode-based sensors, such as EKG sensors, and optical sensors, such as photoplethysmographic (PPG) sensors.
  • PPG sensors typically include a light source and a photodetector that are placed adjacent to a person's skin. The light source and photodetector are typically arranged so that light from the light source cannot reach the photodetector directly. However, when the PPG sensor is placed adjacent to a person's skin, light from the light source may diffuse into the person's flesh and then be emitted back out of the person's flesh such that the photodetector can detect it.
  • the amount of such light that is emitted from the person's flesh may vary as a function of heart rate, since the amount of blood present in the flesh varies as a function of heart rate and the amount of light that is emitted from the person's flesh, in turn, varies as a function of the amount of blood present.
  • wearable fitness monitoring devices some of which, such as the Charge HRTM and the SurgeTM, incorporate PPG sensors that include two high-brightness, green light-emitting diodes (LEDs) that are spaced approximately 8 mm apart, as well as a 2 mm square photodetector element located midway between the LEDs.
  • PPG sensors that include two high-brightness, green light-emitting diodes (LEDs) that are spaced approximately 8 mm apart, as well as a 2 mm square photodetector element located midway between the LEDs.
  • LEDs green light-emitting diodes
  • the Basis PeakTM incorporates two green LEDs with a square photodetector element located midway between them, as does the Motorola Moto 360TM.
  • FIG. 1 depicts a simplified representation of a prior-art wristband-type wearable fitness monitor 100 that incorporates a PPG sensor.
  • the wearable fitness monitor 100 in this example, includes a housing 104 with two straps 102 attached; the straps 102 may be used to fasten the housing 104 to a person's forearm, in much the same manner as a watch (indeed, many such devices may incorporate timekeeping functionality as well).
  • the PPG sensor in this example, includes two light sources 108 , with a photodetector element 112 interposed midway between them on a back face 128 of the housing 104 ; the photodetector element 112 in this example has a photosensitive area with a square aspect ratio.
  • the wearable fitness monitor 100 When the wearable fitness monitor 100 is worn by a person in a manner similar to a wristwatch, the back face 128 may be pressed against the person's skin, allowing the light sources 108 to illuminate the person's skin. The photodetector element 112 may then measure the amount of that light that is then emanated back out of the person's skin. Control logic (not pictured) within the housing 104 may then calculate the person's heart rate based on fluctuations in the amount of light measured by the photodetector element 112 .
  • an apparatus having a light source and one or more discrete photodetector elements may be provided.
  • Each photodetector element may have a first edge having a first length and may also have a first width in a direction perpendicular to the first edge.
  • the apparatus may also include control logic, which may be communicatively connected with the light source and each photodetector element and configured to cause the light source to emit light, obtain one or more measured light intensity measurements from the one or more photodetector elements, and determine a heart rate measurement based, at least in part, on the one or more light intensity measurements.
  • the ratio of the first length to the first width of each photodetector may be substantially between 2:1 to 5:1.
  • the first edge of each photodetector element may be perpendicular or transverse to an axis radiating out from a center of the light source.
  • the light source may include a plurality of light-emitting devices.
  • the plurality of light-emitting devices may include at least two light-emitting devices that predominantly emit light of different wavelengths.
  • each photodetector element in the pattern may be equidistant from the center of the light source and/or evenly spaced within the pattern.
  • the ratio of the first length to the first width of each photodetector element may be substantially between 2:1 to 3.5:1. In some other implementations of the apparatus, the ratio of the first length to the first width of each photodetector element may be substantially between 3.5:1 to 5:1.
  • each photodetector element may have a first length between 1 mm and 5 mm and a first width between 0.5 mm and 2 mm, with the ratio of the first length to the first width substantially between 2:1 to 5:1, and each such photodetector element may be positioned such that an edge of the photodetector element closest to the light source is between 1 mm and 4 mm from the light source.
  • the apparatus may also include a housing having a back face that includes one or more transparent window regions through which light may enter the apparatus.
  • each photodetector element is positioned such that that photodetector element is overlapped by a corresponding one of the one or more transparent window regions, and the housing may be configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
  • the back face may include a thin window, and the window regions may be sub-regions of the window that are defined by the photodetector elements.
  • each photodetector element may be offset from the corresponding transparent window region by a corresponding gap in a direction normal to the photodetector element, and the gap may be free of optical light guides.
  • each photodetector element may, in addition to the first edge, have an arcuate second edge opposite the first edge.
  • the arcuate second edge may have a maximum distance from the first edge, when measured along a direction perpendicular to the first edge, that is equal to the first width.
  • the first edge of each photodetector element may be perpendicular or transverse to an axis spanning between a center of the first light source and a center of the second light source.
  • the apparatus may include a housing having a back face that includes a transparent window region that overlaps the photodetector element and two further window regions that are each associated with a different one of the first light source and the second light source and that allow light from the associated light source to pass through the back face.
  • the first light source and the second light source may be the only light sources in the apparatus configured to emit light through the back face, and the housing may be configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
  • the photodetector element may be equidistant from the first light source and the second light source.
  • an apparatus may be provided that includes a light source and one or more photodetectors, each photodetector having a photosensitive area.
  • at least 90% of the photosensitive area of the photodetector is defined by a first dimension along a first axis and a second dimension along a second axis perpendicular to the first axis.
  • the apparatus may also, in such implementations, include control logic that is communicatively connected with the light source and each photodetector and that is configured to cause the light source to emit light, obtain one or more measured light intensity measurements from the one or more photodetectors, and determine a heart rate measurement based, at least in part, on the one or more light intensity measurements.
  • the ratio of the first dimension to the second dimension may be substantially between 2:1 to 5:1.
  • the light source may include a plurality of light-emitting devices.
  • the plurality of light-emitting devices may include at least two light-emitting devices that predominantly emit light of different wavelengths.
  • there may be a plurality of photodetector elements arranged in a pattern, and the plurality of light-emitting devices may be collocated at a center point of the pattern of photodetector elements.
  • each photodetector element in the pattern may be equidistant from the center of the light source and/or evenly spaced within the pattern.
  • the ratio of the first length to the first width of each photodetector element may be substantially between 2:1 to 3.5:1. In some other implementations of the apparatus, the ratio of the first length to the first width of each photodetector element may be substantially between 3.5:1 to 5:1.
  • each photodetector element may have a first length between 1 mm and 5 mm and a first width between 0.5 mm and 2 mm, with the ratio of the first length to the first width substantially between 2:1 to 5:1, and each such photodetector element may be positioned such that an edge of the photodetector element closest to the light source is between 1 mm and 4 mm from the light source.
  • the apparatus may also include a housing having a back face that includes one or more transparent window regions through which light may enter the apparatus.
  • each photodetector element is positioned such that that photodetector element is overlapped by a corresponding one of the one or more transparent window regions, and the housing may be configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
  • the back face may include a thin window, and the window regions may be sub-regions of the window that are defined by the photodetector elements.
  • each photodetector element may be offset from the corresponding transparent window region by a corresponding gap in a direction normal to the photodetector element, and the gap may be free of optical light guides.
  • an apparatus may be provided that includes a light source and at least one photodetector element.
  • the apparatus may also include control logic that is communicatively connected with the light source and the photodetector element and that is configured to cause the light source to emit light, obtain at least one measured light intensity measurement from the at least one photodetector element, and determine a heart rate measurement based, at least in part, on the at least one light intensity measurement.
  • the at least one photodetector element may subtend an angle at the center of the light source of substantially at least: 2 ⁇ arctan
  • r i is a measurement of a distance from the center of the light source to the photodetector element, at least 80% of the photodetector element covers an annular region centered on the center of the light source and defined by r i and r o , and r o is greater than r i by not more than 2 millimeters.
  • the angle at the center of the light source subtended by the at least one photodetector element may be substantially at most: 2 ⁇ arctan
  • an apparatus may be provided that includes a light source configured to emit light predominantly having wavelengths in the 500 nm to 600 nm range, as well as a photodetector element having a central opening.
  • the apparatus may also include control logic that is communicatively connected with the light source and the photodetector element and that is configured to cause the light source to emit light, obtain measured light intensity measurements from the photodetector element, and determine a heart rate measurement based, at least in part, on the light intensity measurements.
  • the light source may be positioned so as to emit light through the central opening of the photodetector element, and the photodetector element may have a) an exterior periphery defined by a first boundary and b) a second boundary defining the central opening.
  • the first boundary and the second boundary may form an annulus
  • the first boundary may be radially offset from the second boundary by a first distance
  • the ratio of the circumference of the second boundary to the first distance may be between 9.5:1 to 11.5:1.
  • the first boundary and the second boundary may form an annulus
  • the first boundary may have a diameter of between 3 to 5.5 mm
  • the second boundary may have a diameter of between 1 to 2.5 mm.
  • the second boundary may be a regular polygon of N sides each having a second length
  • the first boundary may be offset from that side of the second boundary by a first distance along a reference axis that originates at a center of the light source and passes through the midpoint of that side of the second boundary.
  • the ratio of the second length to the first distance for each of the N sides may be between 2:1 to 5:1.
  • FIG. 1 depicts a simplified representation of a prior-art wristband-type wearable fitness monitor that incorporates a PPG sensor.
  • FIG. 2 depicts a simplified representation of a wristband-type wearable fitness monitor that incorporates a PPG sensor that uses a non-square photodetector element, in accordance with an example implementation.
  • FIG. 3 is a theoretical plot of emitted light intensity and detected light intensity for an example PPG sensor that is used to obtain heart rate information from a person's flesh, in accordance with an example implementation.
  • FIG. 4 depicts a grey-scale plot of measured AC power intensity for light emanated from a rectangular region measuring approximately 4.5 mm wide by 5 mm tall on a person's arm near the wrist, in accordance with an example implementation.
  • FIG. 5 depicts the same light intensity image map of FIG. 4 , but with the outline of a high-aspect-ratio photodetector element added to the Figure, in accordance with an example implementation.
  • FIG. 6 depicts a simulation of the AC intensity or power of light that is emanated within a 16 mm by 16 mm region of skin as a result of light that is shined into the skin at the center of the region, in accordance with an example implementation.
  • FIG. 7 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6 , in accordance with an example implementation.
  • FIG. 8 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6 , but with the edge of the photodetector closest to the center of the light source offset from the light source center by 2.6 mm instead of 1.65 mm, in accordance with an example implementation.
  • FIG. 9 depicts a diagram of a high-aspect-ratio (“HAR”) photodetector element that is rectilinear, in accordance with an example implementation.
  • HAR high-aspect-ratio
  • FIG. 10 depicts a diagram of a HAR photodetector element that is generally rectangular, but that possesses some non-rectangular aspects, in accordance with an example implementation.
  • FIG. 11 depicts a diagram of a HAR photodetector element that is similar to the HAR photodetector element of FIG. 10 , but with a rectangular cutout along the first edge, in accordance with an example implementation.
  • FIG. 12 depicts a diagram of a HAR photodetector element that is similar to the HAR photodetector element of FIG. 9 , but one where the active area is generally rectangular yet has a “peninsula” that protrudes out from the rectangular area, in accordance with an example implementation.
  • FIG. 13 depicts a diagram of a HAR photodetector element that is arcuate in shape, in accordance with an example implementation.
  • FIGS. 14 through 17 depict several examples of implementations with multiple HAR photodetectors, in accordance with several example implementations.
  • FIG. 18 depicts an example of a PPG sensor photodetector layout as shown in FIG. 15 but with multiple light-emitting devices used in the light source, in accordance with an example implementation.
  • FIG. 19 shows an example light source and a surrounding annular region, in accordance with an example implementation.
  • FIG. 20 depicts a plot of the fraction of the light intensity that is emanated outside of an arbitrary inner radius r i that would fall within the bounds of an annular region with an inner radius r i and an annular width as indicated along the x-axis, in accordance with an example implementation.
  • FIG. 21 depicts a light source, HAR photodetector, and various reference annotations.
  • FIGS. 22 through 24 depict cross-sections of simplified representations of various PPG sensors, in accordance with various example implementations.
  • FIG. 25 depicts an example of an annular photodetector element with a light source in the middle, in accordance with an example implementation.
  • FIG. 26 depicts an example of a polygonal photodetector element with a light source in the middle, in accordance with an example implementation.
  • FIG. 27 depicts a high-level block diagram of a PPG sensor, in accordance with an example implementation.
  • the present disclosure relates to PPG sensors and, more particularly, to PPG sensors designed for use with wearable biometric monitoring devices (also referred to herein as “biometric tracking devices,” “biometric tracking modules,” “wearable fitness monitors,” or the like).
  • biometric tracking devices also referred to herein as “biometric tracking devices,” “biometric tracking modules,” “wearable fitness monitors,” or the like.
  • biometric tracking devices also referred to herein as “biometric tracking devices,” “biometric tracking modules,” “wearable fitness monitors,” or the like.
  • biometric tracking devices also referred to herein as “biometric tracking devices,” “biometric tracking modules,” “wearable fitness monitors,” or the like.
  • FIG. 2 depicts a simplified representation of a wristband-type wearable fitness monitor 200 that incorporates a PPG sensor that uses a non-square photodetector element in accordance with an example implementation of the concepts arrived at by the present inventors and discussed below.
  • the wearable fitness monitor 200 shares many components in common with the prior art wearable fitness monitor 100 , including the control logic, the housing 104 and the straps 102 , the back face 128 , and the two light sources 108 .
  • the wearable fitness monitor 200 features a photodetector element 212 which has a non-square active area in place of the photodetector element 112 .
  • PPG sensors operate by shining light into a person's skin. This light diffuses through the person's flesh and a portion of this light is then emitted back out of the person's skin in close proximity to where the light was introduced into the flesh; the amount of light that is emitted back out of the person's flesh attenuates with increasing distance from the light source. This effect can be seen when one holds a bright penlight or other concentrated light source against one's skin; the flesh surrounding the area where the light source contacts the skin will glow red or orange from the diffused light. While imperceptible to the human eye, the amount of this light that is emanated from the person's skin will fluctuate in sync with the person's heart rate.
  • the person's blood vessels expand and contract in synch with the heart as the pumping of the heart exerts pressure on the person's blood which, in turn, results in cyclic pressure increases in the person's blood vessels.
  • a blood vessel expands, it allows more blood to flow into the vessel, which results in the amount of blood present in a given region of the person's flesh fluctuating in rhythm with the person's heart rate. This, in turn, results in fluctuations in the amount of light from the light source that is emanated back out of the flesh.
  • the heart rate may then be determined by measuring the amount of light that emanates back out of the person's flesh via the above-described diffusion mechanism.
  • Such measured light may have two components—a component that remains constant, i.e., the light that generally emanates from the skin regardless of heart rate, and a component that fluctuates with heart rate.
  • the light that remains constant may be referred to herein as “DC,” as it may be thought of as analogous in some respects to direct current since it remains relative constant over time.
  • the light that fluctuates may be referred to herein as “AC,” as it may be thought of as analogous to alternating current since it fluctuates relatively regularly over time.
  • a typical heart rate might range from 50 beats per minute (BPM) to 200 bpm, and the AC component of light may have a frequency that maps to the heart rate frequency.
  • AC optical power or, more generally, simply as “light intensity”
  • light intensity may be much smaller in magnitude than the DC component, as a large amount of the light that is diffused into the person's skin and then emanated out will still emanate regardless of the changes in the amount of blood present due to the heart beating.
  • the AC component is of principle interest since it is what is indicative of heart rate.
  • FIG. 3 is a theoretical plot of emitted light intensity and detected light intensity for an example PPG sensor that is used to obtain heart rate information from a person's flesh, in accordance with an example implementation. It is to be understood that FIG. 3 is not to scale and does not depict actual data; it is merely intended to assist the reader in understanding the difference between the AC and DC components of a detected light signal.
  • the horizontal axis indicates time, and the vertical axis indicates light intensity.
  • light is emitted into the person's flesh at a constant value 350 in this example.
  • Light emanating from the person's skin is then measured by a photodetector element; this measured light intensity is depicted as data trace 348 .
  • the data trace 348 may be split into a DC component 346 , which does not fluctuate with time, and an AC component 344 , which does fluctuate with time.
  • a conventional PPG sensor may include a square photodetector element that is located near a light source (or, in many cases, near two or more light sources).
  • the present inventors determined that such an arrangement was inefficient in terms of signal collection as a function of potential power consumption.
  • photodetectors are typically composed of a single photosensitive lateral area, e.g., the area of the photodetector that is parallel to the photodetector die top surface, that provides an output signal that indicates the total amount of light that is incident on the photosensitive cell at any given moment in time.
  • the amount of power that such a photodetector consumes is directly tied to the size of the photosensitive area of the photodetector.
  • the present inventors determined that, for a square photodetector element, a large percentage of the photodetector element may be located in positions where a much lower amount of AC light is emanated in comparison to locations where other portions of the photodetector element are located. This effect is discussed in more detail with respect to some of the Figures, as set forth below.
  • FIG. 4 depicts a grey-scale plot of measured AC power intensity for light emanated from a rectangular region measuring approximately 4.5 mm wide by 5 mm tall on a person's arm near the wrist, in accordance with an example implementation.
  • FIG. 4 was a 1.9 mm diameter green-wavelength LED, although the illumination beam that it produced was concentrated in an area smaller than that.
  • FIG. 4 is based on actual image data taken with a human subject; as such, it includes various imperfections, such as hairs, that result in asymmetries in the light intensity detected.
  • the light source that was used in this example emitted light that was predominantly in the 515 nm to 545 nm range, i.e., primarily green light.
  • the rectangular region has been divided into twelve rectangular bins; the number in each bin indicates the fraction of the overall AC light intensity (also referred to as the “power fraction”) within the total bin area that is attributable to that particular bin.
  • the bin in the lower left corner sees 20% of the total AC light intensity or power that is emitted from the totality of the twelve bins, whereas the bin immediately to the right of that bin only sees 9% of the total AC light intensity or power within that region.
  • FIG. 4 also depicts the footprint 442 of a typical, square photodetector element at a spacing of approximately 2.5 mm from the light source center.
  • the terms “photodetector element,” “active area,” “active region,” “photosensitive area,” and “footprint” (with respect to a photodetector) all refer to the same portion of a photodetector, namely, the area of the photodetector that can actually detect light that is incident on the photodetector. It is to be understood that photodetectors may also include other components that are outside of the active area, such as interconnects, circuits, application-specific integrated circuits (ASICs), etc. that interact with the photodetector element in order to provide power or produce signal output.
  • ASICs application-specific integrated circuits
  • a photodetector with a 2 mm by 2 mm square photodetector element having a 1 mm by 2 mm ASIC located adjacent to one edge of the photodetector element might have an overall size of 3 mm by 2 mm, which would be rectangular, but the photodetector element of that photodetector would not be rectangular since the ASIC is not part of the photodetector element.
  • reference herein to a “square” photodetector refers to a photodetector that has a square photodetector element, regardless of the aspect ratio that the entire photodetector has.
  • rectangular or non-square photodetector is to be understood as referring to a photodetector with a rectangular or non-square, respectively, photodetector element, regardless of whether the photodetector overall has a square shape.
  • the square photodetector element Due to the aspect ratio and positioning of the square photodetector element, more than half of the active area is only able to measure light from the rightmost six bins, which represent only 14% of the available AC power in the overall bin area.
  • the square photodetector element will not even collect all of the available light from those rightmost six bins since it only fully overlaps one of those rightmost six bins—only part of the light emanated from the remaining five bins of the rightmost six bins will be collectable by the square photodetector element. As shown, the square photodetector element may only be able to measure about 20% of the available light intensity that is emitted across all twelve bins.
  • the square photodetector element may collect roughly 50% of the AC optical power available in the 12 bins.
  • the present inventors have determined that a significant performance increase may be realized by deviating from the typical square (or nearly-square) aspect ratios that are used in photodetector elements of conventional PPG sensors. More specifically, the present inventors have determined that using a high-aspect-ratio photodetector element may provide a significant improvement in the amount of AC light measurable by a photodetector without incurring a significant power consumption penalty as compared with square photodetectors of the same active area.
  • the term “high-aspect-ratio” (or “HAR”) photodetector refers to non-square photodetectors where at least 90% of the photodetector element active area, which may be referred to herein as the “active area of interest,” has a maximum first dimension along a first axis that is at least twice as large as a maximum second dimension of the photodetector element along a second axis that is perpendicular or orthogonal to the first axis; the second axis is parallel to a ray emanating from the center of a light source used with the photodetector to form a PPG sensor, and the first axis is perpendicular to that ray.
  • the maximum first dimension may be thought of as the distance between two lines that are both parallel to the ray emanating from the center of the light source and that pass through the opposing ends of the active area of interest that are furthest from the ray in directions perpendicular to the ray.
  • the maximum second dimension correspondingly, may be thought of as the distance between two lines that are both perpendicular to the ray emanating from the center of the light source and that pass through the opposing ends of the active area of interest that are furthest from and closest to the center of the light source.
  • the “maximum first dimension” may also be referred to herein and in the claims as the “height” or “length” of a HAR photodetector, and the “maximum second dimension” may also be referred to herein and in the claims as the “base” or “width” of a HAR photodetector.
  • FIG. 5 depicts the same light intensity image map of FIG. 4 , but with the outline of a high-aspect-ratio photodetector element added to the Figure, in accordance with an example implementation.
  • the HAR photodetector element outline that is shown has a height-to-width aspect ratio of approximately 2.8 to 1, and completely overlaps with the leftmost six bins, which represent nearly 85% of the available AC power in the overall bin area.
  • the HAR photodetector element shown in FIG. 5 is able to collect nearly four times as much light as the square photodetector element shown in FIG. 4 .
  • the HAR photodetector is able to offer such improved light collection capabilities while still having substantially the same active area as the square photodetector of FIG. 4 .
  • a square photodetector element may have an active area of approximately 7 mm 2 and a HAR photodetector element may have an active area of approximately 7 mm 2 .
  • the power consumed by both the square photodetector and the HAR photodetector will be approximately equal since they have the same active area.
  • the HAR photodetector in the example simulation shown in FIG. 5 offers a 300% improvement in collected AC power as compared with a traditional square photodetector implementation as set forth in FIG. 4 , while requiring effectively no additional power in order to attain such an improvement.
  • FIG. 6 depicts a simulation of the AC intensity or power of light that is emanated within a 16 mm by 16 mm region of skin as a result of light that is shined into the skin at the center of the region, in accordance with an example implementation.
  • the HAR photodetector footprint 654 overlaps with higher-density stippling/light intensity regions than is the case with the square photodetector footprint 652 .
  • FIG. 7 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6 , in accordance with an example implementation.
  • the vertical axis represents the AC light power that is measurable by the photodetector
  • the horizontal axis represents the aspect ratio of the photodetector; the vertical axis has been normalized such that a 1:1 aspect ratio photodetector provides a measurable AC light power value of 1.
  • a HAR photodetector such as a photodetector with an aspect ratio of 2:1 or 3:1
  • the amount of AC light that is measurable by the HAR photodetector may be increased by up to 20% as compared with the square photodetector.
  • a HAR photodetector with an aspect ratio of between 3:1 and 4:1 provides the highest performance in this respect.
  • the term “between,” with reference to a range is used to indicate a range that is inclusive of the upper and lower limits of the range.
  • aspect ratios of 3:1 and 4:1 would be included in the range of “between 3:1 and 4:1.”
  • This convention is used throughout this paper and in the claims. The same observation may be made with respect to the use of “to” to describe an implied range, e.g., “a ratio of 3:1 to 4:1” would mean “between 3:1 to 4:1” and 3:1 and 4:1 would be included in this range.
  • FIG. 8 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6 , but with the edge of the photodetector closest to the center of the light source offset from the light source center by 2.6 mm instead of 1.65 mm, in accordance with an example implementation.
  • the vertical axis represents the AC light power that is measurable by the photodetector, and the horizontal axis represents the aspect ratio of the photodetector; the vertical axis has been normalized such that a 1:1 aspect ratio photodetector provides a measurable AC light power value of 1.
  • a PPG sensor may utilize one or more HAR photodetector elements having aspect ratios of between 2:1 and 5:1.
  • a PPG sensor may utilize one or more HAR photodetector elements having ratios of between 2:1 and 7:2, and in some other implementations, a PPG sensor may utilize one or more HAR photodetector elements having ratios of between 7:2 to 5:1.
  • HAR photodetector elements may have proportions that fall substantially between the aspect ratios discussed herein, both prior to and after this point, e.g., HAR photodetector elements may also have dimensions within ⁇ 0.1 mm of dimensions that would satisfy such aspect ratios or have aspect ratios within ⁇ 10% of such aspect ratios, e.g., for a 2:1 to 5:1 aspect ratio range, HAR photodetector elements having aspect ratios of 1.8:1 or 5.5:1 may be considered as having aspect ratios substantially between aspect ratios between 2:1 and 5:1.
  • HAR photodetectors may have increased effectiveness when arranged and sized according to one or more guiding principles, as discussed in more detail below.
  • At least 90% of the active or photosensitive area of a HAR photodetector may have a maximum first dimension along a first axis that is at least twice as large as a maximum second dimension of the active or photosensitive area along a second axis that is perpendicular or orthogonal to the first axis; the second axis is parallel to a ray emanating from the center of a light source used with the photodetector to form a PPG sensor, and the first axis is perpendicular to that ray.
  • FIG. 9 depicts a diagram of a HAR photodetector element 912 that is rectilinear, in accordance with an example implementation.
  • the active area of the HAR photodetector element 912 is rectangular and has a first dimension 986 along an axis that is perpendicular to a ray 956 emanating from the center of a light source 908 , and a second dimension 988 along an axis that is parallel to the ray 956 ; the first dimension 986 and the second dimension 988 are thus orthogonal to one another.
  • the HAR photodetector element 912 in this case, has a form factor where the active area as a whole has a first dimension 986 that is three times larger than the second dimension 988 , i.e., 100% of the active or photosensitive area of the HAR photodetector element 912 has a maximum first dimension that is at least twice (in this case, thrice) as large as the maximum second dimension.
  • the HAR photodetector element 912 is a rectangular element, which is the most efficient shape in terms of manufacturing yield, as such photodetector elements may be made by simply dicing a semiconductor wafer with the requisite semiconductor elements for the photodetector elements in a rectangular grid, much in the same manner that square photodetector elements are manufactured (just with a different dicing spacing).
  • HAR photodetectors may also take on HAR shapes other than simple rectangles. Several examples of such alternative photodetector elements are discussed in more detail below.
  • FIG. 10 depicts a diagram of a HAR photodetector element 1012 that is generally rectangular, but that possesses some non-rectangular aspects, in accordance with an example implementation.
  • the HAR photodetector element 1012 may have a first edge that is closest to the light source 1008 , and an arcuate second edge that is opposite the first edge. If one considers the entire active area of the HAR photodetector element 1012 , it is apparent that the HAR photodetector element 1012 has an active area with a maximum first dimension 1090 and a maximum second dimension 1092 , which is the same as with the HAR photodetector element 912 . Thus, the depicted HAR photodetector element 1012 would also be considered to have an aspect ratio of 3:1.
  • FIG. 11 depicts a diagram of a HAR photodetector element 1112 that is similar to the HAR photodetector element of FIG. 10 , but with a rectangular cutout along the first edge, in accordance with an example implementation. While the active area of such a photodetector element differs from the photodetector elements of FIGS. 9 and 10 , the HAR photodetector element 1112 active area still has a maximum first dimension 1190 that is three times larger than a maximum second dimension 1192 of the active area.
  • FIG. 12 depicts a diagram of a HAR photodetector element 1212 that is similar to the HAR photodetector element of FIG. 9 , but one where the active area is generally rectangular yet has a “peninsula” that protrudes out from the rectangular area, in accordance with an example implementation.
  • the maximum first dimension 1290 and the maximum second dimension 1292 ′ would technically be the same, which would result in an aspect ratio of 1:1.
  • the active area of the peninsula is omitted, the remaining 90% of the active area of the photodetector element 1212 , e.g., active area of interest 1294 , indicated by diagonal cross-hatching, has a maximum first dimension 1290 that is three times larger than the maximum second dimension 1292 . Accordingly, such a photodetector element 1212 may be considered to be a HAR photodetector element under the conditions described herein.
  • FIG. 13 depicts a diagram of a HAR photodetector element 1312 that is arcuate in shape, in accordance with an example implementation.
  • the HAR photodetector element 1312 has an active area with a maximum first dimension that is also three times larger than the maximum second dimension.
  • photodetector elements shown in FIGS. 9 through 13 may be classified as HAR photodetector elements since at least 90% of the active or photosensitive area of each of these photodetector elements has a maximum first dimension along a first axis, where the first axis is perpendicular to a ray emanating from the center of the light source of a PPG sensor, that is at least twice as large as a maximum second dimension of the active or photosensitive area along a second axis that is perpendicular or orthogonal to the first axis.
  • photodetector elements that may be considered to be HAR photodetector elements, commensurate with the above discussion.
  • multiple light-emitting devices may, for example, be spaced apart from one another, as shown in FIGS. 1 and 2 , or may be closely grouped. In some implementations, all such light sources may be the same type of light source. In some other implementations, however, different types of light sources may be used for some or all of the light sources. For example, it may be desirable to utilize an LED that predominantly emits light in the green light spectrum for the purposes of detecting heart rate since the fluctuations in the light that is emitted back out of the person's skin may be more pronounced in the green light spectrum. At the same time, photoplethysmographic techniques may also be used to measure other physiological parameters besides heart rate, such as blood oxygenation levels.
  • each light-emitting device may be used to supply light for a different type of photoplethysmographic measurement.
  • these light-emitting devices or light sources may be distributed across the PPG sensor face—for example, the light source 108 on the left side of FIG. 2 may be a green-wavelength LED, and the light source 108 on the right side of FIG. 2 may be a red- or infrared-wavelength LED.
  • light emitting devices may be closely clustered together, e.g., within a millimeter or two or less of each other; in such implementations, the clustered light-emitting devices may be viewed as a single light source with a center point that is, for example, associated with the centroid of the light intensity distribution of the cluster of light-emitting devices when all of the light-emitting devices in the cluster are emitting light simultaneously or that is associated with the averaged location of all of the light-emitting devices in the cluster.
  • the center of the light source is to be understood as corresponding to a point generally associated with the centroid of the light intensity distribution of that light-emitting device, e.g., typically the center of the LED.
  • the term “light-emitting device,” as used herein refers to a single, discrete light-emitting device, such as a single LED or a laser diode
  • the term “light source,” as used herein refers to one or more light-emitting devices that are generally treated as a unit, e.g., that are close enough together that an observer would not be able to discern a gap between the light-emitting devices in a group of light-emitting devices when the light-emitting devices in the group are all emitting light simultaneously and the observer is approximately two to three feet from the light-emitting devices (this assumes that the light-emitting devices are emitting light in a spectrum visible to the observer; for light-
  • Conventional PPG sensors featuring square photodetector elements may utilize two light sources that bracket the photodetector element so that the fall-off in illumination intensity that is evident in FIG. 4 may be mitigated—in such an arrangement, the light intensity along the left edge of the depicted area of FIG. 4 may be mirrored along the right edge of the depicted area, resulting in a valley of lower-intensity light near the middle of the square photodetector, but with both the left and right edges of the square photodetector seeing increased light intensity. This, however, requires that two LEDs be powered, instead of one, effectively doubling the power consumption attributable to the light sources.
  • the present inventors have determined that utilizing a HAR photodetector element, in some cases, can present a much more power-efficient technique for achieving increased sensor performance than the conventional approach of including multiple light sources, as a HAR photodetector element and single light source may achieve performance that is comparable or superior to the performance of a square photodetector with multiple light sources—thus avoiding the use of the extra light source (and avoiding the extra power consumption it would incur).
  • the present inventors have also determined that further increases in PPG sensor performance may be attained, in some cases, by arranging multiple HAR photodetectors in an array or pattern about a light source. Since the same light source may provide light to multiple HAR photodetectors, there is little or no additional power consumption attributable to the light source in such implementations as compared with implementations having only one photodetector element.
  • the use of such HAR photodetector elements may also increase the signal to ambient noise ratio of the PPG sensor.
  • FIGS. 14 through 16 depict several examples of implementations with multiple HAR photodetectors, in accordance with several example implementations.
  • two HAR photodetector elements 1412 are shown with a light source 1408 interposed midway between them.
  • three HAR photodetector elements 1512 are shown in a circular array centered on a light source 1508 .
  • four HAR photodetector elements 1612 are arranged in a circular array about a light source 1608 . It is not necessary for the HAR photodetector elements in such patterns or arrays to be equidistantly-spaced, as is shown in the implementations of FIGS. 14, 15, and 16 .
  • a three-element array may be formed by removing one of the photodetector elements 1612 from the array shown in FIG. 16 . It is also not necessary for the photodetector elements within such a pattern or array to all be the same size and shape.
  • the upper and lower photodetector elements 1612 in FIG. 16 might have aspect ratios of 5:1, and the left and right HAR photodetector elements 1612 in FIG. 16 might have aspect ratios of 3:1 (which is the actual aspect ratio depicted).
  • FIG. 17 depicts another example arrangement of photodetector elements. In FIG.
  • the upper and lower HAR photodetector elements 1612 may have aspect ratios of 2:1, and the left and right HAR photodetector elements 1612 may have aspect ratios of 3:1; in some such implementations, the shorter photodetector elements, e.g., the 2:1 aspect ratio photodetector elements 1712 in the depicted example, may be positioned with the midpoints of their shorter edges generally located along a line spanning between the short edges of the longer photodetector elements, e.g., the 3:1 aspect ratio photodetector elements 1712 in the depicted example. In some PPG implementations involving multiple HAR photodetector elements, the HAR photodetector elements may occupy more than 50% of an annular region about the light source that has an annular width of 1 mm.
  • FIG. 18 depicts an example of a PPG sensor photodetector layout as shown in FIG. 15 but with multiple light-emitting devices used in the light source, in accordance with an example implementation.
  • a PPG sensor may utilize one or more light sources, each of which may include one or more light-emitting devices.
  • the light source 1808 includes two light-emitting devices 1810 , which may, for example, be surface-mount LEDs, one emitting primarily green-wavelength light and the other emitting primarily red-wavelength light.
  • the two light-emitting devices 1810 may define a center point 1866 located midway between them, and may, in combination, be viewed as forming a light source 1808 .
  • the light-emitting devices 1810 may be operated independently and may not be powered on simultaneously during actual use.
  • the array of photodetector elements 1812 may not appear to be centered on the center of either light-emitting device 1810 when that light-emitting device 1810 is on, but the array of photodetector elements 1812 may, nonetheless, be considered to be centered on the light source 1808 .
  • HAR photodetector elements in at least some implementations, may be sized such that their width or the second maximum dimension of at least 90% of the active area of the HAR photodetector element is between approximately 0.5 mm and 1 mm; there may be some deviation from this range in some of these implementations, such as HAR photodetector elements where this dimension ranges between 0.45 mm and 1.1 mm.
  • the light intensity for light emanating from a person's skin from a PPG light source falls off in an axially symmetric manner with increasing distance from the center of the light source (this assumes a single light source PPG sensor). Accordingly, the light source may be surrounded by a plurality of concentric, annular regions that each correspond with a different average light intensity.
  • the present inventors analyzed the characteristics of such annular regions and determined that, regardless of the inner radius of a particular annular region, approximately 80% of the available power or intensity of the emanated light available outside of the inner radius of the annular region occurs within 1 mm of the inner radius.
  • any particular annular region with an annular width of approximately 1 mm will see approximately 80% of the light intensity/power that is available outside of the inner radius of that annular region.
  • the “annular width” (w) of an annular region is equal to the outer radius (r o ) of the annular region minus the inner radius (r i ) of the annular region.
  • FIG. 19 shows a light source 1908 and a surrounding annular region 1958 , in accordance with an example implementation; the inner radius r i , the outer radius r o , and the annular width of the annular region 1958 are indicated.
  • FIG. 20 depicts a plot of the fraction of the light intensity that is emanated outside of an arbitrary inner radius r i that would fall within the bounds of an annular region with an inner radius r i and an annular width as indicated along the x-axis, in accordance with an example implementation. As can be seen, approximately 80% of the available light intensity falls outside the inner radius r i and within 1 mm of the inner radius r i .
  • the present inventors determined that, given the high concentration of emanated light intensity within this 1 mm zone, sizing HAR photodetectors so as to have approximately a 1 mm width or less or such that the second dimension referenced above is approximately 1 mm or less may, in some implementations, offer enhanced performance in a PPG sensor.
  • HAR photodetector elements may be sized and arranged to satisfy certain geometric constraints.
  • the size of the HAR photodetector element may be constrained by certain geometric relationships, as described further below with respect to FIG. 21 .
  • FIG. 21 depicts a light source, HAR photodetector, and various reference annotations.
  • a HAR photodetector element 2112 is shown positioned at a distance r i from a light source 2108 .
  • An annular region 2158 having an inner radius of r i and an outer radius of r o may be centered on the light source 2108 .
  • the difference between r i and r o for the annular region 2158 in such implementations may be less than or equal to 2 mm.
  • the HAR photodetector element 2112 may subtend an angle ⁇ at the light source center, as shown.
  • the HAR photodetector may be sized such that a) there is at least 80% overlap between the annular region 2158 and the HAR photodetector element 2112 (the overlap is indicated in FIG. 21 by diagonal cross-hatching; approximately 86% of the HAR photodetector 2112 in this example overlaps with the annular region 2158 ) and b) the angle ⁇ is at least:
  • the HAR photodetector 2112 may be further sized such that the angle ⁇ is not more than:
  • FIGS. 22 through 24 depict cross-sections of simplified representations of various PPG sensors, in accordance with various example implementations. Similar components in each of FIGS. 22 through 24 are indicated by numeric indicators having the last two digits in common, and may only be described once with respect to FIG. 22 ; this description is also applicable, however, to the corresponding elements in FIGS. 23 and 24 .
  • a substrate 2272 supports two HAR photodetector elements 2212 that are positioned on either side of a light source 2208 .
  • a window 2278 is offset from the substrate 2272 .
  • the window 2278 in this implementation, is made from a translucent or transparent material, such as transparent acrylic, with an in-mold label 2276 embedded within it.
  • the in-mold label 2276 may be black or otherwise rendered opaque to light to prevent light from entering or exiting the PPG sensor through the window 2278 except through window regions 2226 .
  • other masking techniques such as a painted or silk-screened mask applied to the window 2278 , may be used.
  • the in-mold label 2276 or the masking may prevent stray light from other sources, e.g., ambient light, from reaching the HAR photodetector elements 2212 and affecting the heart rate signal obtained by the PPG sensor.
  • the window 2278 may be held against a person's skin, e.g., by being held in place with a strap, when heart rate measurements are obtained to allow light from the light source 2208 to shine through its associated window region 2226 and into the person's skin, where the light then diffuses into the surrounding flesh and is then emitted back out of the person's skin and into the HAR photodetector elements 2212 through the respective window regions 2226 associated with the HAR photodetector elements 2212 .
  • the light source 2208 may be separated from the HAR photodetector elements 2212 within the PPG sensor by walls 2274 , which may extend to the window 2278 or may stop short of the window 2278 .
  • an adhesive gap filler e.g., black silicone, may be used to bridge any gap remaining between the walls 2274 and the window 2278 .
  • a gap 2280 may exist between the window 2278 and the HAR photodetector elements 2212 in some implementations, although in other implementations, this gap may be eliminated and the HAR photodetector element 2212 may be butted up against the window 2278 .
  • the walls 2274 may prevent light from the light source 2208 from reaching the HAR photodetector elements 2212 by following paths completely within the housing of the PPG sensor. As can be seen, the window regions 2226 through which the light reaches the HAR photodetector elements 2212 each overlap their respective HAR photodetector elements 2212 .
  • the window regions 2226 are mutually coextensive with their respective HAR photodetector elements 2212 , although in other implementations, the window regions 2226 may be smaller or larger than their respective HAR photodetector elements 2212 , e.g., to accommodate assembly tolerance mismatch.
  • FIG. 23 depicts a PPG sensor implementation that is similar to the PPG sensor of FIG. 22 except that the window 2378 does not include any masking, for example, in the form of an in-mold label, such as in-mold label 2276 .
  • the walls 2374 also extend closer to the window 2378 .
  • the window 2378 is optically transparent across the entire depicted span.
  • FIG. 24 depicts a PPG sensor implementation that is similar to the PPG sensor implementation of FIGS. 22 and 23 , except that the contiguous windows 2278 and 2328 have been replaced with discrete windows 2478 .
  • each window 2478 may have its own window region 2426 that overlaps with a different one of the light source 2408 or the HAR photodetector elements 2412 .
  • the windows 2478 may be glued or otherwise held in place within a frame that may supply the walls 2474 .
  • the windows 2478 may be formed by filling the recesses formed by the walls 2474 and other surrounding structure with a clear, flowable material, such as epoxy, and then allowing the flowable material to cure and harden.
  • the gap 2480 may not exist since the flowable material may encapsulate the HAR photodetector elements 2412 .
  • the window regions 2226 , 2326 , or 2426 overlap with the HAR photodetector elements such that light that enters the PPG sensor via the window regions generally takes a direct route to the HAR photodetector element, as compared with a route that involves forcing the light to travel in a direction parallel to the window, as may be done with various types of optical light guides.
  • optical light guide refers to particular types of optical structures that redirect or transport the light that enters through a surface within a first region of the surface such that a majority of that light is transported in a direction generally transverse to the surface to an area overlapped by a second region of the surface that is offset from the first region along the surface.
  • Optical light guides are not to be confused with other optical structures, such as microlens arrays or lenses that may be placed over a HAR photodetector element to improve collection efficiency, optical windows that may slightly refract light that passes through the windows but that do not transport or redirect light in a significant manner in directions transverse to the surface, optical filters that may simply filter light of certain wavelengths, etc.
  • optical light guides there is no need for optical light guides since the HAR photodetector elements are generally overlapped by the window regions.
  • the above concepts have been discussed primarily with respect to light sources that emit green light, e.g., wavelengths in the range of 500 nm to 550 nm, although it is contemplated that the photodetector element concepts discussed herein may see similar performance with light sources that emit light predominantly in the 500 nm to 600 nm range, which includes yellow light as well as some light orange light.
  • Light sources emitting light in the green spectrum are particularly well-suited for photoplethysmographic techniques for measuring heart rate.
  • other photoplethysmographic techniques such as techniques for measuring blood oxygenation levels, may be most effective using light of dramatically different wavelengths, such as in the red wavelengths, e.g., 660 nm, or in the infrared spectrum.
  • the aspect ratios and dimensional values discussed herein are tailored based on the green/yellow light spectrum and are not tailored for use in other spectrums, such as the red or infrared spectra.
  • the light source(s) and photodetector element(s) of such implementations may be arranged such that the photodetector element(s) are positioned with the edge closest to the light source located between 1 mm to 4 mm from the center or edge of the light source.
  • implementations discussed herein may be used in products that achieve closer or farther spacing from the light source center, such as spacing closer than 1 mm or farther than 4 mm.
  • the HAR photodetector elements that may be used in a PPG may be positioned with the edge closest to the light source of the PPG sensor offset from the center of the light source by between 1 mm and 4 mm and may be sized such that they have a maximum first dimension substantially between 1 mm and 5 mm and a maximum second dimension substantially between 0.05 mm and 2 mm, while being consistent with the aspect ratio of the maximum first dimension to the maximum second dimension being substantially between 2:1 to 5:1.
  • the photodetector element may be positioned with its closest edge further than 4 mm from the center of the light source, doing so may prove counterproductive, as a higher-intensity light source may be needed to ensure that sufficient light is diffused across the increased distance in order to obtain a sufficiently strong signal at the photodetector. As a higher-intensity light source will generally consume additional power, such a compromise may be undesirable in a wearable fitness monitor context.
  • performance increases over square-photodetector-based PPGs for heart rate measurement may be realized through the use of non-HAR and non-square photodetector elements that generally encircle the light source and that have a central opening in the middle for the light source to shine through.
  • photodetector elements may have an exterior periphery that is defined by a first boundary, and a second boundary, within the first boundary, that defines the central opening.
  • FIGS. 25 and 26 depict two example implementations of such PPG sensors.
  • FIG. 25 depicts an example of an annular photodetector element 2512 with a light source 2508 in the middle, in accordance with an example implementation.
  • the annular photodetector element 2512 may have an exterior periphery defined by a first boundary 2532 and a central opening defined by a second boundary 2534 ; the first boundary 2532 and the second boundary 2534 may be offset from one another by a first distance 2584 along a radius of the annular area.
  • the light source 2508 may be a green wavelength light source that predominantly emits light between 500 nm and 550 nm or between 500 nm and 600 nm in wavelength.
  • Such a photodetector element 2512 may be sized such that the ratio of the circumference of the second boundary 2534 to the first distance 2584 is between 9.5:1 and 11.5:1.
  • the annular photodetector element 2512 may be sized such that the first boundary has a diameter of between 3 mm to 5.5 mm and the second boundary has a diameter of between 1 mm to 2.5 mm.
  • FIG. 26 depicts an example of a polygonal photodetector element 2612 with a light source 2608 in the middle, in accordance with an example implementation.
  • the polygonal photodetector element 2612 may have an exterior periphery defined by a first boundary 2632 and a central opening defined by a second boundary 2634 .
  • the first boundary 2632 and the second boundary 2634 are both polygonal in nature, e.g., a six-sided polygon.
  • first boundary 2632 and the second boundary 2634 may be offset from one another by a first distance 2684 along an axis perpendicular to the edges.
  • first distance 2684 along an axis perpendicular to the edges.
  • each side of the polygon forming the second boundary 2634 may have a second length 2682 , and the ratio of the second length 2682 to the first distance 2684 may be between 2:1 to 5:1.
  • control logic refers to hardware and/or software that may be used to provide certain functionality, such as controlling when the light source(s) of a PPG is on or off, controlling the intensity with which the light source(s) is illuminated, collecting data from one or more photodetectors, and analyzing at least the data collected from the one or more photodetectors in order to determine a measurement of a person's heart rate.
  • Control logic may include, for example, one or more processors and a memory that stores computer-executable instructions for controlling the one or more processors to provide such functionality.
  • the control logic may also include various circuit elements that may provide aspects of such functionality without need for computer-executable instructions stored in memory.
  • the control logic may be provided, at least in part, by an application-specific integrated circuit (ASIC).
  • ASIC application-specific integrated circuit
  • FIG. 27 depicts a high-level block diagram of a PPG sensor, in accordance with an example implementation.
  • control logic 2706 is shown, which includes a processor 2768 and a memory 2770 , which are operatively coupled with one another.
  • the control logic is operatively coupled with a light source 2708 and a photodetector element 2712 .
  • the control logic 2706 may thus cause the light source 2708 to emit light at desired times, and may receive a signal indicative of an amount of detected light from the photodetector element 2712 .
  • any of the implementations discussed above with respect to a single photodetector element spaced apart from a light source may also be implemented using a plurality of photodetector elements arranged about the light source, as discussed with respect to various other implementations discussed herein.
  • the present invention is neither limited to any single aspect nor implementation, nor to any combinations and/or permutations of such aspects and/or implementations. Moreover, each of the aspects of the present invention, and/or implementations thereof, may be employed alone or in combination with one or more of the other aspects and/or implementations thereof. For the sake of brevity, many of those permutations and combinations will not be discussed and/or illustrated separately herein.

Abstract

Heart rate sensors including high-aspect-ratio photodetector elements are discussed herein. Such high-aspect-ratio photodetector elements may provide improved signal-strength-to-power-consumption performance for heart rate sensors incorporating such photodetector elements as compared with heart rate sensors incorporating, for example, square photodetector elements.

Description

BACKGROUND
Heart rate may be measured using any of a variety of different sensors, including, for example, electrode-based sensors, such as EKG sensors, and optical sensors, such as photoplethysmographic (PPG) sensors. PPG sensors typically include a light source and a photodetector that are placed adjacent to a person's skin. The light source and photodetector are typically arranged so that light from the light source cannot reach the photodetector directly. However, when the PPG sensor is placed adjacent to a person's skin, light from the light source may diffuse into the person's flesh and then be emitted back out of the person's flesh such that the photodetector can detect it. The amount of such light that is emitted from the person's flesh may vary as a function of heart rate, since the amount of blood present in the flesh varies as a function of heart rate and the amount of light that is emitted from the person's flesh, in turn, varies as a function of the amount of blood present.
The assignee of this application, Fitbit, Inc., makes wearable fitness monitoring devices, some of which, such as the Charge HR™ and the Surge™, incorporate PPG sensors that include two high-brightness, green light-emitting diodes (LEDs) that are spaced approximately 8 mm apart, as well as a 2 mm square photodetector element located midway between the LEDs. Various other companies that make wearable fitness monitoring devices utilize a similar architecture. For example, the Basis Peak™ incorporates two green LEDs with a square photodetector element located midway between them, as does the Motorola Moto 360™.
FIG. 1 depicts a simplified representation of a prior-art wristband-type wearable fitness monitor 100 that incorporates a PPG sensor. The wearable fitness monitor 100, in this example, includes a housing 104 with two straps 102 attached; the straps 102 may be used to fasten the housing 104 to a person's forearm, in much the same manner as a watch (indeed, many such devices may incorporate timekeeping functionality as well). The PPG sensor, in this example, includes two light sources 108, with a photodetector element 112 interposed midway between them on a back face 128 of the housing 104; the photodetector element 112 in this example has a photosensitive area with a square aspect ratio. When the wearable fitness monitor 100 is worn by a person in a manner similar to a wristwatch, the back face 128 may be pressed against the person's skin, allowing the light sources 108 to illuminate the person's skin. The photodetector element 112 may then measure the amount of that light that is then emanated back out of the person's skin. Control logic (not pictured) within the housing 104 may then calculate the person's heart rate based on fluctuations in the amount of light measured by the photodetector element 112.
SUMMARY
Details of one or more implementations of the subject matter described in this specification are set forth in the accompanying drawings and the description below. Other features, aspects, and advantages will become apparent from the description, the drawings, and the claims. Note that the relative dimensions of the following figures may not be drawn to scale unless specifically indicated as being scaled drawings.
In some implementations, an apparatus having a light source and one or more discrete photodetector elements may be provided. Each photodetector element may have a first edge having a first length and may also have a first width in a direction perpendicular to the first edge. The apparatus may also include control logic, which may be communicatively connected with the light source and each photodetector element and configured to cause the light source to emit light, obtain one or more measured light intensity measurements from the one or more photodetector elements, and determine a heart rate measurement based, at least in part, on the one or more light intensity measurements. In such implementations, the ratio of the first length to the first width of each photodetector may be substantially between 2:1 to 5:1.
In some such implementations, the first edge of each photodetector element may be perpendicular or transverse to an axis radiating out from a center of the light source.
In some implementations of the apparatus, the light source may include a plurality of light-emitting devices.
In some such implementations, the plurality of light-emitting devices may include at least two light-emitting devices that predominantly emit light of different wavelengths. In some further or alternative such implementations, there may be a plurality of photodetector elements arranged in a pattern, and the plurality of light-emitting devices may be collocated at a center point of the pattern of photodetector elements. In some such implementations, each photodetector element in the pattern may be equidistant from the center of the light source and/or evenly spaced within the pattern.
In some implementations of the apparatus, the ratio of the first length to the first width of each photodetector element may be substantially between 2:1 to 3.5:1. In some other implementations of the apparatus, the ratio of the first length to the first width of each photodetector element may be substantially between 3.5:1 to 5:1.
In some implementations of the apparatus, each photodetector element may have a first length between 1 mm and 5 mm and a first width between 0.5 mm and 2 mm, with the ratio of the first length to the first width substantially between 2:1 to 5:1, and each such photodetector element may be positioned such that an edge of the photodetector element closest to the light source is between 1 mm and 4 mm from the light source.
In some implementations of the apparatus, there may be a pattern of photodetector elements that includes three or four photodetector elements that are equidistantly spaced about the light source.
In some implementations of the apparatus, the apparatus may also include a housing having a back face that includes one or more transparent window regions through which light may enter the apparatus. In such implementations, each photodetector element is positioned such that that photodetector element is overlapped by a corresponding one of the one or more transparent window regions, and the housing may be configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
In some such implementations of the apparatus, the back face may include a thin window, and the window regions may be sub-regions of the window that are defined by the photodetector elements. In some other or additional such implementations, each photodetector element may be offset from the corresponding transparent window region by a corresponding gap in a direction normal to the photodetector element, and the gap may be free of optical light guides.
In some implementations of the apparatus, each photodetector element may, in addition to the first edge, have an arcuate second edge opposite the first edge. The arcuate second edge may have a maximum distance from the first edge, when measured along a direction perpendicular to the first edge, that is equal to the first width.
In some implementations, an apparatus may be provided that includes a first light source and a second light source, as well as a photodetector element interposed between the first light source and the second light source. The apparatus may also include control logic that is communicatively connected with the first and second light sources and the photodetector element and that is configured to cause the first light source and the second light source to emit light, obtain measured light intensity measurements from the photodetector element, and determine a heart rate measurement based, at least in part, on the light intensity measurements. In such implementations, the photodetector element may be rectangular in shape, have a first edge with a first length, and have a second edge, perpendicular to the first edge, with a second length. Furthermore, in such implementations, the ratio of the first length to the second length may be substantially between 2:1 to 5:1.
In some such implementations, the first edge of each photodetector element may be perpendicular or transverse to an axis spanning between a center of the first light source and a center of the second light source.
In some other or additional such implementations, the apparatus may include a housing having a back face that includes a transparent window region that overlaps the photodetector element and two further window regions that are each associated with a different one of the first light source and the second light source and that allow light from the associated light source to pass through the back face. In such implementations, the first light source and the second light source may be the only light sources in the apparatus configured to emit light through the back face, and the housing may be configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
In some implementations of the apparatus, the photodetector element may be equidistant from the first light source and the second light source.
In some implementations, an apparatus may be provided that includes a light source and one or more photodetectors, each photodetector having a photosensitive area. In such implementations, at least 90% of the photosensitive area of the photodetector is defined by a first dimension along a first axis and a second dimension along a second axis perpendicular to the first axis. The apparatus may also, in such implementations, include control logic that is communicatively connected with the light source and each photodetector and that is configured to cause the light source to emit light, obtain one or more measured light intensity measurements from the one or more photodetectors, and determine a heart rate measurement based, at least in part, on the one or more light intensity measurements. In such implementations, the ratio of the first dimension to the second dimension may be substantially between 2:1 to 5:1.
In some implementations of the apparatus, the light source may include a plurality of light-emitting devices. In some such implementations, the plurality of light-emitting devices may include at least two light-emitting devices that predominantly emit light of different wavelengths. In some further or alternative such implementations, there may be a plurality of photodetector elements arranged in a pattern, and the plurality of light-emitting devices may be collocated at a center point of the pattern of photodetector elements. In some such implementations, each photodetector element in the pattern may be equidistant from the center of the light source and/or evenly spaced within the pattern.
In some implementations of the apparatus, the ratio of the first length to the first width of each photodetector element may be substantially between 2:1 to 3.5:1. In some other implementations of the apparatus, the ratio of the first length to the first width of each photodetector element may be substantially between 3.5:1 to 5:1.
In some implementations of the apparatus, each photodetector element may have a first length between 1 mm and 5 mm and a first width between 0.5 mm and 2 mm, with the ratio of the first length to the first width substantially between 2:1 to 5:1, and each such photodetector element may be positioned such that an edge of the photodetector element closest to the light source is between 1 mm and 4 mm from the light source.
In some implementations of the apparatus, there may be a pattern of photodetector elements that includes three or four photodetector elements that are equidistantly spaced about the light source.
In some implementations of the apparatus, the apparatus may also include a housing having a back face that includes one or more transparent window regions through which light may enter the apparatus. In such implementations, each photodetector element is positioned such that that photodetector element is overlapped by a corresponding one of the one or more transparent window regions, and the housing may be configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
In some such implementations of the apparatus, the back face may include a thin window, and the window regions may be sub-regions of the window that are defined by the photodetector elements. In some other or additional such implementations, each photodetector element may be offset from the corresponding transparent window region by a corresponding gap in a direction normal to the photodetector element, and the gap may be free of optical light guides.
In some implementations, an apparatus may be provided that includes a light source and at least one photodetector element. The apparatus may also include control logic that is communicatively connected with the light source and the photodetector element and that is configured to cause the light source to emit light, obtain at least one measured light intensity measurement from the at least one photodetector element, and determine a heart rate measurement based, at least in part, on the at least one light intensity measurement. In such implementations, the at least one photodetector element may subtend an angle at the center of the light source of substantially at least: 2·arctan
( 1 r i )
radians, where ri is a measurement of a distance from the center of the light source to the photodetector element, at least 80% of the photodetector element covers an annular region centered on the center of the light source and defined by ri and ro, and ro is greater than ri by not more than 2 millimeters.
In some such implementations, the angle at the center of the light source subtended by the at least one photodetector element may be substantially at most: 2·arctan
( 2.5 r i )
radians.
In some implementations, an apparatus may be provided that includes a light source configured to emit light predominantly having wavelengths in the 500 nm to 600 nm range, as well as a photodetector element having a central opening. The apparatus may also include control logic that is communicatively connected with the light source and the photodetector element and that is configured to cause the light source to emit light, obtain measured light intensity measurements from the photodetector element, and determine a heart rate measurement based, at least in part, on the light intensity measurements. In such implementations, the light source may be positioned so as to emit light through the central opening of the photodetector element, and the photodetector element may have a) an exterior periphery defined by a first boundary and b) a second boundary defining the central opening.
In some such implementations, the first boundary and the second boundary may form an annulus, the first boundary may be radially offset from the second boundary by a first distance, and the ratio of the circumference of the second boundary to the first distance may be between 9.5:1 to 11.5:1.
In some other or additional such implementations, the first boundary and the second boundary may form an annulus, the first boundary may have a diameter of between 3 to 5.5 mm, and the second boundary may have a diameter of between 1 to 2.5 mm.
In some implementations of the apparatus, the second boundary may be a regular polygon of N sides each having a second length, and for each of the N sides of the second boundary, the first boundary may be offset from that side of the second boundary by a first distance along a reference axis that originates at a center of the light source and passes through the midpoint of that side of the second boundary. In such implementations, the ratio of the second length to the first distance for each of the N sides may be between 2:1 to 5:1.
These and other implementations are described in further detail with reference to the Figures and the detailed description below.
BRIEF DESCRIPTION OF THE DRAWINGS
The various implementations disclosed herein are illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings, in which like reference numerals refer to similar elements.
FIG. 1 depicts a simplified representation of a prior-art wristband-type wearable fitness monitor that incorporates a PPG sensor.
FIG. 2 depicts a simplified representation of a wristband-type wearable fitness monitor that incorporates a PPG sensor that uses a non-square photodetector element, in accordance with an example implementation.
FIG. 3 is a theoretical plot of emitted light intensity and detected light intensity for an example PPG sensor that is used to obtain heart rate information from a person's flesh, in accordance with an example implementation.
FIG. 4 depicts a grey-scale plot of measured AC power intensity for light emanated from a rectangular region measuring approximately 4.5 mm wide by 5 mm tall on a person's arm near the wrist, in accordance with an example implementation.
FIG. 5 depicts the same light intensity image map of FIG. 4, but with the outline of a high-aspect-ratio photodetector element added to the Figure, in accordance with an example implementation.
FIG. 6 depicts a simulation of the AC intensity or power of light that is emanated within a 16 mm by 16 mm region of skin as a result of light that is shined into the skin at the center of the region, in accordance with an example implementation.
FIG. 7 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6, in accordance with an example implementation.
FIG. 8 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6, but with the edge of the photodetector closest to the center of the light source offset from the light source center by 2.6 mm instead of 1.65 mm, in accordance with an example implementation.
FIG. 9 depicts a diagram of a high-aspect-ratio (“HAR”) photodetector element that is rectilinear, in accordance with an example implementation.
FIG. 10 depicts a diagram of a HAR photodetector element that is generally rectangular, but that possesses some non-rectangular aspects, in accordance with an example implementation.
FIG. 11 depicts a diagram of a HAR photodetector element that is similar to the HAR photodetector element of FIG. 10, but with a rectangular cutout along the first edge, in accordance with an example implementation.
FIG. 12 depicts a diagram of a HAR photodetector element that is similar to the HAR photodetector element of FIG. 9, but one where the active area is generally rectangular yet has a “peninsula” that protrudes out from the rectangular area, in accordance with an example implementation.
FIG. 13 depicts a diagram of a HAR photodetector element that is arcuate in shape, in accordance with an example implementation.
FIGS. 14 through 17 depict several examples of implementations with multiple HAR photodetectors, in accordance with several example implementations.
FIG. 18 depicts an example of a PPG sensor photodetector layout as shown in FIG. 15 but with multiple light-emitting devices used in the light source, in accordance with an example implementation.
FIG. 19 shows an example light source and a surrounding annular region, in accordance with an example implementation.
FIG. 20 depicts a plot of the fraction of the light intensity that is emanated outside of an arbitrary inner radius ri that would fall within the bounds of an annular region with an inner radius ri and an annular width as indicated along the x-axis, in accordance with an example implementation.
FIG. 21 depicts a light source, HAR photodetector, and various reference annotations.
FIGS. 22 through 24 depict cross-sections of simplified representations of various PPG sensors, in accordance with various example implementations.
FIG. 25 depicts an example of an annular photodetector element with a light source in the middle, in accordance with an example implementation.
FIG. 26 depicts an example of a polygonal photodetector element with a light source in the middle, in accordance with an example implementation.
FIG. 27 depicts a high-level block diagram of a PPG sensor, in accordance with an example implementation.
DETAILED DESCRIPTION
The present disclosure relates to PPG sensors and, more particularly, to PPG sensors designed for use with wearable biometric monitoring devices (also referred to herein as “biometric tracking devices,” “biometric tracking modules,” “wearable fitness monitors,” or the like). The present inventors have determined that the use of non-square photodetector elements in PPG sensors may provide a significant performance increase as compared with traditional PPG designs, which typically utilize square photodetector elements. The present inventors have also determined that such a performance increase may be obtained, if desired, while still maintaining essentially the same power consumption as a square photodetector element in a traditional PPG design.
FIG. 2 depicts a simplified representation of a wristband-type wearable fitness monitor 200 that incorporates a PPG sensor that uses a non-square photodetector element in accordance with an example implementation of the concepts arrived at by the present inventors and discussed below. The wearable fitness monitor 200, in this example, shares many components in common with the prior art wearable fitness monitor 100, including the control logic, the housing 104 and the straps 102, the back face 128, and the two light sources 108. The wearable fitness monitor 200, however, features a photodetector element 212 which has a non-square active area in place of the photodetector element 112.
As discussed above, PPG sensors operate by shining light into a person's skin. This light diffuses through the person's flesh and a portion of this light is then emitted back out of the person's skin in close proximity to where the light was introduced into the flesh; the amount of light that is emitted back out of the person's flesh attenuates with increasing distance from the light source. This effect can be seen when one holds a bright penlight or other concentrated light source against one's skin; the flesh surrounding the area where the light source contacts the skin will glow red or orange from the diffused light. While imperceptible to the human eye, the amount of this light that is emanated from the person's skin will fluctuate in sync with the person's heart rate. As a person's heart beats, the person's blood vessels expand and contract in synch with the heart as the pumping of the heart exerts pressure on the person's blood which, in turn, results in cyclic pressure increases in the person's blood vessels. When a blood vessel expands, it allows more blood to flow into the vessel, which results in the amount of blood present in a given region of the person's flesh fluctuating in rhythm with the person's heart rate. This, in turn, results in fluctuations in the amount of light from the light source that is emanated back out of the flesh. The heart rate may then be determined by measuring the amount of light that emanates back out of the person's flesh via the above-described diffusion mechanism. Such measured light may have two components—a component that remains constant, i.e., the light that generally emanates from the skin regardless of heart rate, and a component that fluctuates with heart rate. The light that remains constant may be referred to herein as “DC,” as it may be thought of as analogous in some respects to direct current since it remains relative constant over time. The light that fluctuates may be referred to herein as “AC,” as it may be thought of as analogous to alternating current since it fluctuates relatively regularly over time. A typical heart rate might range from 50 beats per minute (BPM) to 200 bpm, and the AC component of light may have a frequency that maps to the heart rate frequency.
Generally speaking, the AC component of the detected light, which may be referred to herein as “AC optical power” or, more generally, simply as “light intensity,” may be much smaller in magnitude than the DC component, as a large amount of the light that is diffused into the person's skin and then emanated out will still emanate regardless of the changes in the amount of blood present due to the heart beating. However, the AC component is of principle interest since it is what is indicative of heart rate.
FIG. 3 is a theoretical plot of emitted light intensity and detected light intensity for an example PPG sensor that is used to obtain heart rate information from a person's flesh, in accordance with an example implementation. It is to be understood that FIG. 3 is not to scale and does not depict actual data; it is merely intended to assist the reader in understanding the difference between the AC and DC components of a detected light signal. In FIG. 3, the horizontal axis indicates time, and the vertical axis indicates light intensity. As can be seen, light is emitted into the person's flesh at a constant value 350 in this example. Light emanating from the person's skin is then measured by a photodetector element; this measured light intensity is depicted as data trace 348. The data trace 348 may be split into a DC component 346, which does not fluctuate with time, and an AC component 344, which does fluctuate with time.
As noted above, a conventional PPG sensor may include a square photodetector element that is located near a light source (or, in many cases, near two or more light sources). The present inventors determined that such an arrangement was inefficient in terms of signal collection as a function of potential power consumption. For example, photodetectors are typically composed of a single photosensitive lateral area, e.g., the area of the photodetector that is parallel to the photodetector die top surface, that provides an output signal that indicates the total amount of light that is incident on the photosensitive cell at any given moment in time. The amount of power that such a photodetector consumes is directly tied to the size of the photosensitive area of the photodetector. The present inventors determined that, for a square photodetector element, a large percentage of the photodetector element may be located in positions where a much lower amount of AC light is emanated in comparison to locations where other portions of the photodetector element are located. This effect is discussed in more detail with respect to some of the Figures, as set forth below.
FIG. 4 depicts a grey-scale plot of measured AC power intensity for light emanated from a rectangular region measuring approximately 4.5 mm wide by 5 mm tall on a person's arm near the wrist, in accordance with an example implementation. A light source 408 is positioned at X=0 mm and Y=0 mm and shines light into the person's arm; the intensity of the light that is emanated back out is reflected in the shading in the image (the largest and smallest light intensities, due to the limitations of using black and white ink, appear similar—it is to be understood that the light intensity is greatest at the left side of the image and then falls off to the lowest intensities at the right edge of the image). The light source used in FIG. 4 was a 1.9 mm diameter green-wavelength LED, although the illumination beam that it produced was concentrated in an area smaller than that. FIG. 4 is based on actual image data taken with a human subject; as such, it includes various imperfections, such as hairs, that result in asymmetries in the light intensity detected. The light source that was used in this example emitted light that was predominantly in the 515 nm to 545 nm range, i.e., primarily green light.
The rectangular region has been divided into twelve rectangular bins; the number in each bin indicates the fraction of the overall AC light intensity (also referred to as the “power fraction”) within the total bin area that is attributable to that particular bin. Thus, the bin in the lower left corner sees 20% of the total AC light intensity or power that is emitted from the totality of the twelve bins, whereas the bin immediately to the right of that bin only sees 9% of the total AC light intensity or power within that region.
FIG. 4 also depicts the footprint 442 of a typical, square photodetector element at a spacing of approximately 2.5 mm from the light source center. As used herein, the terms “photodetector element,” “active area,” “active region,” “photosensitive area,” and “footprint” (with respect to a photodetector) all refer to the same portion of a photodetector, namely, the area of the photodetector that can actually detect light that is incident on the photodetector. It is to be understood that photodetectors may also include other components that are outside of the active area, such as interconnects, circuits, application-specific integrated circuits (ASICs), etc. that interact with the photodetector element in order to provide power or produce signal output. These other components are not to be considered to be part of the photodetector element. Thus, a photodetector with a 2 mm by 2 mm square photodetector element having a 1 mm by 2 mm ASIC located adjacent to one edge of the photodetector element might have an overall size of 3 mm by 2 mm, which would be rectangular, but the photodetector element of that photodetector would not be rectangular since the ASIC is not part of the photodetector element. It is also to be understood that reference herein to a “square” photodetector refers to a photodetector that has a square photodetector element, regardless of the aspect ratio that the entire photodetector has. Similarly, reference herein to a “rectangular” or “non-square” photodetector is to be understood as referring to a photodetector with a rectangular or non-square, respectively, photodetector element, regardless of whether the photodetector overall has a square shape.
Due to the aspect ratio and positioning of the square photodetector element, more than half of the active area is only able to measure light from the rightmost six bins, which represent only 14% of the available AC power in the overall bin area. The square photodetector element will not even collect all of the available light from those rightmost six bins since it only fully overlaps one of those rightmost six bins—only part of the light emanated from the remaining five bins of the rightmost six bins will be collectable by the square photodetector element. As shown, the square photodetector element may only be able to measure about 20% of the available light intensity that is emitted across all twelve bins.
Even if the square photodetector element is shifted to the left so that the edge closest to the light source is located at approximately 1.85 mm from the light source center, approximately 40% of the square photodetector element will still only be able to measure light from the rightmost six bins. In this case, the square photodetector element may collect roughly 50% of the AC optical power available in the 12 bins.
The present inventors have determined that a significant performance increase may be realized by deviating from the typical square (or nearly-square) aspect ratios that are used in photodetector elements of conventional PPG sensors. More specifically, the present inventors have determined that using a high-aspect-ratio photodetector element may provide a significant improvement in the amount of AC light measurable by a photodetector without incurring a significant power consumption penalty as compared with square photodetectors of the same active area. As used herein, the term “high-aspect-ratio” (or “HAR”) photodetector refers to non-square photodetectors where at least 90% of the photodetector element active area, which may be referred to herein as the “active area of interest,” has a maximum first dimension along a first axis that is at least twice as large as a maximum second dimension of the photodetector element along a second axis that is perpendicular or orthogonal to the first axis; the second axis is parallel to a ray emanating from the center of a light source used with the photodetector to form a PPG sensor, and the first axis is perpendicular to that ray. The maximum first dimension may be thought of as the distance between two lines that are both parallel to the ray emanating from the center of the light source and that pass through the opposing ends of the active area of interest that are furthest from the ray in directions perpendicular to the ray. The maximum second dimension, correspondingly, may be thought of as the distance between two lines that are both perpendicular to the ray emanating from the center of the light source and that pass through the opposing ends of the active area of interest that are furthest from and closest to the center of the light source. The “maximum first dimension” may also be referred to herein and in the claims as the “height” or “length” of a HAR photodetector, and the “maximum second dimension” may also be referred to herein and in the claims as the “base” or “width” of a HAR photodetector.
It is to be understood that while the examples discussed herein feature HAR photodetector elements with long axes that are perpendicular to rays extending out from a PPG sensor light source, similar performance benefits may be realized by utilizing similarly-sized photodetector elements that are not strictly perpendicular, e.g., ±10° from perpendicular. More generally, the concepts discussed herein may be practiced using HAR photodetector elements that are arranged with the long axis of such HAR photodetector elements being transverse to rays radiating outwards from the center of the light source.
FIG. 5 depicts the same light intensity image map of FIG. 4, but with the outline of a high-aspect-ratio photodetector element added to the Figure, in accordance with an example implementation. The HAR photodetector element outline that is shown has a height-to-width aspect ratio of approximately 2.8 to 1, and completely overlaps with the leftmost six bins, which represent nearly 85% of the available AC power in the overall bin area. Thus, the HAR photodetector element shown in FIG. 5 is able to collect nearly four times as much light as the square photodetector element shown in FIG. 4. The HAR photodetector is able to offer such improved light collection capabilities while still having substantially the same active area as the square photodetector of FIG. 4. For example, a square photodetector element may have an active area of approximately 7 mm2 and a HAR photodetector element may have an active area of approximately 7 mm2. As a result, the power consumed by both the square photodetector and the HAR photodetector will be approximately equal since they have the same active area. Thus, the HAR photodetector in the example simulation shown in FIG. 5 offers a 300% improvement in collected AC power as compared with a traditional square photodetector implementation as set forth in FIG. 4, while requiring effectively no additional power in order to attain such an improvement.
FIG. 6 depicts a simulation of the AC intensity or power of light that is emanated within a 16 mm by 16 mm region of skin as a result of light that is shined into the skin at the center of the region, in accordance with an example implementation. In FIG. 6, there are two photodetector active area footprints 642 shown—one for a square photodetector footprint 652 and one for a HAR photodetector footprint 654. Both have areas of 7.5 mm2, which is the area of the photosensitive area of the square photodetector used in the Fitbit Charge HR™ and Surge™ products, and are positioned with the edge closest to the light source offset from the light source center by 1.65 mm. The stippling density in FIG. 6 provides an indication of relative intensity—the higher the stippling density, the higher the light intensity (the center region is not stippled since this area is, in effect, the region through which light is introduced into the skin, plus some buffer, and it is unsuitable for obtaining light intensity measurements). As can be seen, a much higher proportion the HAR photodetector footprint 654 overlaps with higher-density stippling/light intensity regions than is the case with the square photodetector footprint 652.
FIG. 7 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6, in accordance with an example implementation. The vertical axis represents the AC light power that is measurable by the photodetector, and the horizontal axis represents the aspect ratio of the photodetector; the vertical axis has been normalized such that a 1:1 aspect ratio photodetector provides a measurable AC light power value of 1. As can be seen, by utilizing a HAR photodetector, such as a photodetector with an aspect ratio of 2:1 or 3:1, the amount of AC light that is measurable by the HAR photodetector may be increased by up to 20% as compared with the square photodetector. This is a lower performance increase than was discussed above with respect to FIG. 5, but is still significant in terms of power consumption efficiency of a PPG sensor. In the modeled scenario, a HAR photodetector with an aspect ratio of between 3:1 and 4:1 provides the highest performance in this respect. As used herein, the term “between,” with reference to a range, is used to indicate a range that is inclusive of the upper and lower limits of the range. Thus, in the above example, aspect ratios of 3:1 and 4:1 would be included in the range of “between 3:1 and 4:1.” This convention is used throughout this paper and in the claims. The same observation may be made with respect to the use of “to” to describe an implied range, e.g., “a ratio of 3:1 to 4:1” would mean “between 3:1 to 4:1” and 3:1 and 4:1 would be included in this range.
FIG. 8 depicts a plot of measurable AC light power as a function of photodetector footprint aspect ratio with regard to the simulation shown in FIG. 6, but with the edge of the photodetector closest to the center of the light source offset from the light source center by 2.6 mm instead of 1.65 mm, in accordance with an example implementation. The vertical axis represents the AC light power that is measurable by the photodetector, and the horizontal axis represents the aspect ratio of the photodetector; the vertical axis has been normalized such that a 1:1 aspect ratio photodetector provides a measurable AC light power value of 1. As can be seen, a similar performance increase can be observed when using a HAR photodetector even at the increased spacing from the light source, although the performance increase is slightly more pronounced, e.g., up to ˜27% for HAR photodetectors with aspect ratios of 3:1 to 5:1.
In view of the above, in some implementations, a PPG sensor may utilize one or more HAR photodetector elements having aspect ratios of between 2:1 and 5:1. In some implementations, a PPG sensor may utilize one or more HAR photodetector elements having ratios of between 2:1 and 7:2, and in some other implementations, a PPG sensor may utilize one or more HAR photodetector elements having ratios of between 7:2 to 5:1. It is to be understood that HAR photodetector elements may have proportions that fall substantially between the aspect ratios discussed herein, both prior to and after this point, e.g., HAR photodetector elements may also have dimensions within ±0.1 mm of dimensions that would satisfy such aspect ratios or have aspect ratios within ±10% of such aspect ratios, e.g., for a 2:1 to 5:1 aspect ratio range, HAR photodetector elements having aspect ratios of 1.8:1 or 5.5:1 may be considered as having aspect ratios substantially between aspect ratios between 2:1 and 5:1.
HAR photodetectors may have increased effectiveness when arranged and sized according to one or more guiding principles, as discussed in more detail below.
As mentioned earlier, at least 90% of the active or photosensitive area of a HAR photodetector may have a maximum first dimension along a first axis that is at least twice as large as a maximum second dimension of the active or photosensitive area along a second axis that is perpendicular or orthogonal to the first axis; the second axis is parallel to a ray emanating from the center of a light source used with the photodetector to form a PPG sensor, and the first axis is perpendicular to that ray. This concept is discussed in more detail below, with reference to several Figures.
FIG. 9 depicts a diagram of a HAR photodetector element 912 that is rectilinear, in accordance with an example implementation. As can be seen, the active area of the HAR photodetector element 912 is rectangular and has a first dimension 986 along an axis that is perpendicular to a ray 956 emanating from the center of a light source 908, and a second dimension 988 along an axis that is parallel to the ray 956; the first dimension 986 and the second dimension 988 are thus orthogonal to one another. The HAR photodetector element 912, in this case, has a form factor where the active area as a whole has a first dimension 986 that is three times larger than the second dimension 988, i.e., 100% of the active or photosensitive area of the HAR photodetector element 912 has a maximum first dimension that is at least twice (in this case, thrice) as large as the maximum second dimension.
In this particular example, the HAR photodetector element 912 is a rectangular element, which is the most efficient shape in terms of manufacturing yield, as such photodetector elements may be made by simply dicing a semiconductor wafer with the requisite semiconductor elements for the photodetector elements in a rectangular grid, much in the same manner that square photodetector elements are manufactured (just with a different dicing spacing).
HAR photodetectors, as described herein, may also take on HAR shapes other than simple rectangles. Several examples of such alternative photodetector elements are discussed in more detail below.
FIG. 10 depicts a diagram of a HAR photodetector element 1012 that is generally rectangular, but that possesses some non-rectangular aspects, in accordance with an example implementation. The HAR photodetector element 1012 may have a first edge that is closest to the light source 1008, and an arcuate second edge that is opposite the first edge. If one considers the entire active area of the HAR photodetector element 1012, it is apparent that the HAR photodetector element 1012 has an active area with a maximum first dimension 1090 and a maximum second dimension 1092, which is the same as with the HAR photodetector element 912. Thus, the depicted HAR photodetector element 1012 would also be considered to have an aspect ratio of 3:1.
FIG. 11 depicts a diagram of a HAR photodetector element 1112 that is similar to the HAR photodetector element of FIG. 10, but with a rectangular cutout along the first edge, in accordance with an example implementation. While the active area of such a photodetector element differs from the photodetector elements of FIGS. 9 and 10, the HAR photodetector element 1112 active area still has a maximum first dimension 1190 that is three times larger than a maximum second dimension 1192 of the active area.
FIG. 12 depicts a diagram of a HAR photodetector element 1212 that is similar to the HAR photodetector element of FIG. 9, but one where the active area is generally rectangular yet has a “peninsula” that protrudes out from the rectangular area, in accordance with an example implementation. In this case, if one considers 100% of the active area of the photodetector, the maximum first dimension 1290 and the maximum second dimension 1292′ would technically be the same, which would result in an aspect ratio of 1:1. However, if the active area of the peninsula is omitted, the remaining 90% of the active area of the photodetector element 1212, e.g., active area of interest 1294, indicated by diagonal cross-hatching, has a maximum first dimension 1290 that is three times larger than the maximum second dimension 1292. Accordingly, such a photodetector element 1212 may be considered to be a HAR photodetector element under the conditions described herein.
FIG. 13 depicts a diagram of a HAR photodetector element 1312 that is arcuate in shape, in accordance with an example implementation. In this case, the HAR photodetector element 1312 has an active area with a maximum first dimension that is also three times larger than the maximum second dimension.
To be clear, all of the examples of photodetector elements shown in FIGS. 9 through 13 may be classified as HAR photodetector elements since at least 90% of the active or photosensitive area of each of these photodetector elements has a maximum first dimension along a first axis, where the first axis is perpendicular to a ray emanating from the center of the light source of a PPG sensor, that is at least twice as large as a maximum second dimension of the active or photosensitive area along a second axis that is perpendicular or orthogonal to the first axis. There are, of course, other shapes and examples of photodetector elements that may be considered to be HAR photodetector elements, commensurate with the above discussion.
Generally speaking, while only one light source and one photodetector element are needed in order to construct a PPG sensor, including multiple light sources or light-emitting devices and/or multiple photodetector elements may offer increased sensitivity, but at the expense of increased power consumption.
If multiple light-emitting devices are used, they may, for example, be spaced apart from one another, as shown in FIGS. 1 and 2, or may be closely grouped. In some implementations, all such light sources may be the same type of light source. In some other implementations, however, different types of light sources may be used for some or all of the light sources. For example, it may be desirable to utilize an LED that predominantly emits light in the green light spectrum for the purposes of detecting heart rate since the fluctuations in the light that is emitted back out of the person's skin may be more pronounced in the green light spectrum. At the same time, photoplethysmographic techniques may also be used to measure other physiological parameters besides heart rate, such as blood oxygenation levels. It may, in such situations, be desirable to utilize an LED that predominantly emits light in the red or infrared spectrum for such purposes. Thus, it may be desirable to include separate light-emitting devices that are each able to emit different wavelengths of light; each light-emitting device may be used to supply light for a different type of photoplethysmographic measurement. In some implementations, these light-emitting devices or light sources may be distributed across the PPG sensor face—for example, the light source 108 on the left side of FIG. 2 may be a green-wavelength LED, and the light source 108 on the right side of FIG. 2 may be a red- or infrared-wavelength LED. In some other implementations, light emitting devices may be closely clustered together, e.g., within a millimeter or two or less of each other; in such implementations, the clustered light-emitting devices may be viewed as a single light source with a center point that is, for example, associated with the centroid of the light intensity distribution of the cluster of light-emitting devices when all of the light-emitting devices in the cluster are emitting light simultaneously or that is associated with the averaged location of all of the light-emitting devices in the cluster. For light sources with single light-emitting devices, the center of the light source is to be understood as corresponding to a point generally associated with the centroid of the light intensity distribution of that light-emitting device, e.g., typically the center of the LED. It is to be understood that the term “light-emitting device,” as used herein, refers to a single, discrete light-emitting device, such as a single LED or a laser diode, and that the term “light source,” as used herein, refers to one or more light-emitting devices that are generally treated as a unit, e.g., that are close enough together that an observer would not be able to discern a gap between the light-emitting devices in a group of light-emitting devices when the light-emitting devices in the group are all emitting light simultaneously and the observer is approximately two to three feet from the light-emitting devices (this assumes that the light-emitting devices are emitting light in a spectrum visible to the observer; for light-emitting devices that emit light in a non-visible spectrum, e.g., infrared, such an evaluation may be based on whether gaps between such light-emitting devices would be visible at a distance of two to three feet if such light-emitting devices instead emitted visible light).
Conventional PPG sensors featuring square photodetector elements, such as the example shown in FIG. 1, may utilize two light sources that bracket the photodetector element so that the fall-off in illumination intensity that is evident in FIG. 4 may be mitigated—in such an arrangement, the light intensity along the left edge of the depicted area of FIG. 4 may be mirrored along the right edge of the depicted area, resulting in a valley of lower-intensity light near the middle of the square photodetector, but with both the left and right edges of the square photodetector seeing increased light intensity. This, however, requires that two LEDs be powered, instead of one, effectively doubling the power consumption attributable to the light sources.
The present inventors have determined that utilizing a HAR photodetector element, in some cases, can present a much more power-efficient technique for achieving increased sensor performance than the conventional approach of including multiple light sources, as a HAR photodetector element and single light source may achieve performance that is comparable or superior to the performance of a square photodetector with multiple light sources—thus avoiding the use of the extra light source (and avoiding the extra power consumption it would incur).
The present inventors have also determined that further increases in PPG sensor performance may be attained, in some cases, by arranging multiple HAR photodetectors in an array or pattern about a light source. Since the same light source may provide light to multiple HAR photodetectors, there is little or no additional power consumption attributable to the light source in such implementations as compared with implementations having only one photodetector element. The use of such HAR photodetector elements may also increase the signal to ambient noise ratio of the PPG sensor.
FIGS. 14 through 16 depict several examples of implementations with multiple HAR photodetectors, in accordance with several example implementations. In FIG. 14, two HAR photodetector elements 1412 are shown with a light source 1408 interposed midway between them. In FIG. 15, three HAR photodetector elements 1512 are shown in a circular array centered on a light source 1508. Similarly, in FIG. 16, four HAR photodetector elements 1612 are arranged in a circular array about a light source 1608. It is not necessary for the HAR photodetector elements in such patterns or arrays to be equidistantly-spaced, as is shown in the implementations of FIGS. 14, 15, and 16. For example, a three-element array may be formed by removing one of the photodetector elements 1612 from the array shown in FIG. 16. It is also not necessary for the photodetector elements within such a pattern or array to all be the same size and shape. For example, the upper and lower photodetector elements 1612 in FIG. 16 might have aspect ratios of 5:1, and the left and right HAR photodetector elements 1612 in FIG. 16 might have aspect ratios of 3:1 (which is the actual aspect ratio depicted). FIG. 17 depicts another example arrangement of photodetector elements. In FIG. 17, the upper and lower HAR photodetector elements 1612 may have aspect ratios of 2:1, and the left and right HAR photodetector elements 1612 may have aspect ratios of 3:1; in some such implementations, the shorter photodetector elements, e.g., the 2:1 aspect ratio photodetector elements 1712 in the depicted example, may be positioned with the midpoints of their shorter edges generally located along a line spanning between the short edges of the longer photodetector elements, e.g., the 3:1 aspect ratio photodetector elements 1712 in the depicted example. In some PPG implementations involving multiple HAR photodetector elements, the HAR photodetector elements may occupy more than 50% of an annular region about the light source that has an annular width of 1 mm.
FIG. 18 depicts an example of a PPG sensor photodetector layout as shown in FIG. 15 but with multiple light-emitting devices used in the light source, in accordance with an example implementation. As discussed earlier herein, a PPG sensor may utilize one or more light sources, each of which may include one or more light-emitting devices. As can be seen, the light source 1808 includes two light-emitting devices 1810, which may, for example, be surface-mount LEDs, one emitting primarily green-wavelength light and the other emitting primarily red-wavelength light. The two light-emitting devices 1810 may define a center point 1866 located midway between them, and may, in combination, be viewed as forming a light source 1808. It is to be understood that the light-emitting devices 1810 may be operated independently and may not be powered on simultaneously during actual use. As a result, the array of photodetector elements 1812 may not appear to be centered on the center of either light-emitting device 1810 when that light-emitting device 1810 is on, but the array of photodetector elements 1812 may, nonetheless, be considered to be centered on the light source 1808.
The present inventors have further determined that HAR photodetector elements, in at least some implementations, may be sized such that their width or the second maximum dimension of at least 90% of the active area of the HAR photodetector element is between approximately 0.5 mm and 1 mm; there may be some deviation from this range in some of these implementations, such as HAR photodetector elements where this dimension ranges between 0.45 mm and 1.1 mm.
Generally speaking, the light intensity for light emanating from a person's skin from a PPG light source falls off in an axially symmetric manner with increasing distance from the center of the light source (this assumes a single light source PPG sensor). Accordingly, the light source may be surrounded by a plurality of concentric, annular regions that each correspond with a different average light intensity. The present inventors analyzed the characteristics of such annular regions and determined that, regardless of the inner radius of a particular annular region, approximately 80% of the available power or intensity of the emanated light available outside of the inner radius of the annular region occurs within 1 mm of the inner radius. Thus, any particular annular region with an annular width of approximately 1 mm will see approximately 80% of the light intensity/power that is available outside of the inner radius of that annular region. For clarity, the “annular width” (w) of an annular region is equal to the outer radius (ro) of the annular region minus the inner radius (ri) of the annular region. This is illustrated in FIG. 19, which shows a light source 1908 and a surrounding annular region 1958, in accordance with an example implementation; the inner radius ri, the outer radius ro, and the annular width of the annular region 1958 are indicated. FIG. 20 depicts a plot of the fraction of the light intensity that is emanated outside of an arbitrary inner radius ri that would fall within the bounds of an annular region with an inner radius ri and an annular width as indicated along the x-axis, in accordance with an example implementation. As can be seen, approximately 80% of the available light intensity falls outside the inner radius ri and within 1 mm of the inner radius ri.
The present inventors determined that, given the high concentration of emanated light intensity within this 1 mm zone, sizing HAR photodetectors so as to have approximately a 1 mm width or less or such that the second dimension referenced above is approximately 1 mm or less may, in some implementations, offer enhanced performance in a PPG sensor.
In some implementations, HAR photodetector elements may be sized and arranged to satisfy certain geometric constraints. For example, in some implementations, the size of the HAR photodetector element may be constrained by certain geometric relationships, as described further below with respect to FIG. 21. FIG. 21 depicts a light source, HAR photodetector, and various reference annotations. In FIG. 21, a HAR photodetector element 2112 is shown positioned at a distance ri from a light source 2108. An annular region 2158 having an inner radius of ri and an outer radius of ro may be centered on the light source 2108. Generally speaking, the difference between ri and ro for the annular region 2158 in such implementations may be less than or equal to 2 mm. In addition to the relationship between ri and ro set forth above, the HAR photodetector element 2112 may subtend an angle θ at the light source center, as shown. In such circumstances, the HAR photodetector may be sized such that a) there is at least 80% overlap between the annular region 2158 and the HAR photodetector element 2112 (the overlap is indicated in FIG. 21 by diagonal cross-hatching; approximately 86% of the HAR photodetector 2112 in this example overlaps with the annular region 2158) and b) the angle θ is at least:
2 · arctan ( 1 r i ) radians
In some further implementations, the HAR photodetector 2112 may be further sized such that the angle θ is not more than:
2 · arctan ( 2.5 r i ) radians
FIGS. 22 through 24 depict cross-sections of simplified representations of various PPG sensors, in accordance with various example implementations. Similar components in each of FIGS. 22 through 24 are indicated by numeric indicators having the last two digits in common, and may only be described once with respect to FIG. 22; this description is also applicable, however, to the corresponding elements in FIGS. 23 and 24.
In FIG. 22, a substrate 2272 supports two HAR photodetector elements 2212 that are positioned on either side of a light source 2208. A window 2278 is offset from the substrate 2272. The window 2278, in this implementation, is made from a translucent or transparent material, such as transparent acrylic, with an in-mold label 2276 embedded within it. The in-mold label 2276 may be black or otherwise rendered opaque to light to prevent light from entering or exiting the PPG sensor through the window 2278 except through window regions 2226. In other implementations, other masking techniques, such as a painted or silk-screened mask applied to the window 2278, may be used. Regardless of which technique is used, the in-mold label 2276 or the masking may prevent stray light from other sources, e.g., ambient light, from reaching the HAR photodetector elements 2212 and affecting the heart rate signal obtained by the PPG sensor. The window 2278 may be held against a person's skin, e.g., by being held in place with a strap, when heart rate measurements are obtained to allow light from the light source 2208 to shine through its associated window region 2226 and into the person's skin, where the light then diffuses into the surrounding flesh and is then emitted back out of the person's skin and into the HAR photodetector elements 2212 through the respective window regions 2226 associated with the HAR photodetector elements 2212.
In order to reduce the chance that light from the light source 2208 will reach either of the HAR photodetector elements 2212 without first being diffused through the person's skin, the light source 2208 may be separated from the HAR photodetector elements 2212 within the PPG sensor by walls 2274, which may extend to the window 2278 or may stop short of the window 2278. In some implementations, an adhesive gap filler, e.g., black silicone, may be used to bridge any gap remaining between the walls 2274 and the window 2278. A gap 2280 may exist between the window 2278 and the HAR photodetector elements 2212 in some implementations, although in other implementations, this gap may be eliminated and the HAR photodetector element 2212 may be butted up against the window 2278. The walls 2274 may prevent light from the light source 2208 from reaching the HAR photodetector elements 2212 by following paths completely within the housing of the PPG sensor. As can be seen, the window regions 2226 through which the light reaches the HAR photodetector elements 2212 each overlap their respective HAR photodetector elements 2212. In the depicted example, the window regions 2226 are mutually coextensive with their respective HAR photodetector elements 2212, although in other implementations, the window regions 2226 may be smaller or larger than their respective HAR photodetector elements 2212, e.g., to accommodate assembly tolerance mismatch.
FIG. 23 depicts a PPG sensor implementation that is similar to the PPG sensor of FIG. 22 except that the window 2378 does not include any masking, for example, in the form of an in-mold label, such as in-mold label 2276. In FIG. 23, the walls 2374 also extend closer to the window 2378. In FIG. 23, the window 2378 is optically transparent across the entire depicted span.
FIG. 24 depicts a PPG sensor implementation that is similar to the PPG sensor implementation of FIGS. 22 and 23, except that the contiguous windows 2278 and 2328 have been replaced with discrete windows 2478. In this implementation, each window 2478 may have its own window region 2426 that overlaps with a different one of the light source 2408 or the HAR photodetector elements 2412. In such implementations, the windows 2478 may be glued or otherwise held in place within a frame that may supply the walls 2474. Alternatively, the windows 2478 may be formed by filling the recesses formed by the walls 2474 and other surrounding structure with a clear, flowable material, such as epoxy, and then allowing the flowable material to cure and harden. In such implementations, the gap 2480 may not exist since the flowable material may encapsulate the HAR photodetector elements 2412.
Regardless of the particular manner in which the window regions 2226, 2326, or 2426 are provided, the window regions overlap with the HAR photodetector elements such that light that enters the PPG sensor via the window regions generally takes a direct route to the HAR photodetector element, as compared with a route that involves forcing the light to travel in a direction parallel to the window, as may be done with various types of optical light guides. The phrase “optical light guide,” as used herein with respect to PPG sensors, refers to particular types of optical structures that redirect or transport the light that enters through a surface within a first region of the surface such that a majority of that light is transported in a direction generally transverse to the surface to an area overlapped by a second region of the surface that is offset from the first region along the surface. Optical light guides, as the term is used herein, are not to be confused with other optical structures, such as microlens arrays or lenses that may be placed over a HAR photodetector element to improve collection efficiency, optical windows that may slightly refract light that passes through the windows but that do not transport or redirect light in a significant manner in directions transverse to the surface, optical filters that may simply filter light of certain wavelengths, etc. In some implementations of the PPG sensors discussed herein, there is no need for optical light guides since the HAR photodetector elements are generally overlapped by the window regions.
The above concepts have been discussed primarily with respect to light sources that emit green light, e.g., wavelengths in the range of 500 nm to 550 nm, although it is contemplated that the photodetector element concepts discussed herein may see similar performance with light sources that emit light predominantly in the 500 nm to 600 nm range, which includes yellow light as well as some light orange light. Light sources emitting light in the green spectrum are particularly well-suited for photoplethysmographic techniques for measuring heart rate. In contrast, other photoplethysmographic techniques, such as techniques for measuring blood oxygenation levels, may be most effective using light of dramatically different wavelengths, such as in the red wavelengths, e.g., 660 nm, or in the infrared spectrum. The aspect ratios and dimensional values discussed herein are tailored based on the green/yellow light spectrum and are not tailored for use in other spectrums, such as the red or infrared spectra.
While the concepts discussed herein are thought to be applicable to a variety of different sizes of photodetectors, the concepts are particularly applicable to PPG implementations for wearable fitness monitoring devices. Generally speaking, such devices, which are often designed to be worn as bracelets or wristbands, have a small housing that has a limited area that is in contact with a persons' skin. As a result, there are practical upper limits in such implementations on how the light source(s) and photodetector element(s) of a PPG sensor may be arranged and sized. Typically speaking, the light source(s) and photodetector element(s) of such implementations may be arranged such that the photodetector element(s) are positioned with the edge closest to the light source located between 1 mm to 4 mm from the center or edge of the light source. However, it is to be understood that implementations discussed herein may be used in products that achieve closer or farther spacing from the light source center, such as spacing closer than 1 mm or farther than 4 mm.
In some implementations, the HAR photodetector elements that may be used in a PPG may be positioned with the edge closest to the light source of the PPG sensor offset from the center of the light source by between 1 mm and 4 mm and may be sized such that they have a maximum first dimension substantially between 1 mm and 5 mm and a maximum second dimension substantially between 0.05 mm and 2 mm, while being consistent with the aspect ratio of the maximum first dimension to the maximum second dimension being substantially between 2:1 to 5:1.
While the photodetector element may be positioned with its closest edge further than 4 mm from the center of the light source, doing so may prove counterproductive, as a higher-intensity light source may be needed to ensure that sufficient light is diffused across the increased distance in order to obtain a sufficiently strong signal at the photodetector. As a higher-intensity light source will generally consume additional power, such a compromise may be undesirable in a wearable fitness monitor context.
In addition to the HAR photodetectors discussed herein, performance increases over square-photodetector-based PPGs for heart rate measurement may be realized through the use of non-HAR and non-square photodetector elements that generally encircle the light source and that have a central opening in the middle for the light source to shine through. Generally speaking, such photodetector elements may have an exterior periphery that is defined by a first boundary, and a second boundary, within the first boundary, that defines the central opening. FIGS. 25 and 26 depict two example implementations of such PPG sensors.
FIG. 25 depicts an example of an annular photodetector element 2512 with a light source 2508 in the middle, in accordance with an example implementation. The annular photodetector element 2512 may have an exterior periphery defined by a first boundary 2532 and a central opening defined by a second boundary 2534; the first boundary 2532 and the second boundary 2534 may be offset from one another by a first distance 2584 along a radius of the annular area. The light source 2508 may be a green wavelength light source that predominantly emits light between 500 nm and 550 nm or between 500 nm and 600 nm in wavelength. Such a photodetector element 2512 may be sized such that the ratio of the circumference of the second boundary 2534 to the first distance 2584 is between 9.5:1 and 11.5:1. In some implementations, the annular photodetector element 2512 may be sized such that the first boundary has a diameter of between 3 mm to 5.5 mm and the second boundary has a diameter of between 1 mm to 2.5 mm. These parameters are believed to provide good light-gathering performance for heart rate measurement purposes when used with green-wavelength light.
FIG. 26 depicts an example of a polygonal photodetector element 2612 with a light source 2608 in the middle, in accordance with an example implementation. As with the annular photodetector element 2512, the polygonal photodetector element 2612 may have an exterior periphery defined by a first boundary 2632 and a central opening defined by a second boundary 2634. In this case, however, the first boundary 2632 and the second boundary 2634 are both polygonal in nature, e.g., a six-sided polygon. Other polygonal shapes may be used for other implementations, such as triangular shapes, square shapes, pentagonal shapes, septagonal shapes, octagonal shapes, and so on, i.e., N-sided polygons. The edges of the first boundary 2632 and the second boundary 2634 may be offset from one another by a first distance 2684 along an axis perpendicular to the edges. In such implementations, each side of the polygon forming the second boundary 2634 may have a second length 2682, and the ratio of the second length 2682 to the first distance 2684 may be between 2:1 to 5:1. These parameters are believed to provide good light-gathering performance for heart rate measurement purposes when used with green-wavelength light.
It is to be understood that reference herein to “control logic” refers to hardware and/or software that may be used to provide certain functionality, such as controlling when the light source(s) of a PPG is on or off, controlling the intensity with which the light source(s) is illuminated, collecting data from one or more photodetectors, and analyzing at least the data collected from the one or more photodetectors in order to determine a measurement of a person's heart rate. Control logic may include, for example, one or more processors and a memory that stores computer-executable instructions for controlling the one or more processors to provide such functionality. The control logic may also include various circuit elements that may provide aspects of such functionality without need for computer-executable instructions stored in memory. In some implementations, the control logic may be provided, at least in part, by an application-specific integrated circuit (ASIC).
FIG. 27 depicts a high-level block diagram of a PPG sensor, in accordance with an example implementation. In FIG. 27, control logic 2706 is shown, which includes a processor 2768 and a memory 2770, which are operatively coupled with one another. The control logic is operatively coupled with a light source 2708 and a photodetector element 2712. The control logic 2706 may thus cause the light source 2708 to emit light at desired times, and may receive a signal indicative of an amount of detected light from the photodetector element 2712.
There are many inventions described and illustrated herein. While certain implementations, features, attributes and advantages of the inventions have been described and illustrated, it should be understood that many others, as well as different and/or similar implementations, features, attributes and advantages of the present inventions, are apparent from the description and illustrations. As such, the above implementations of the inventions are merely exemplary. They are not intended to be exhaustive or to limit the inventions to the precise forms, techniques, materials and/or configurations disclosed. Many modifications and variations are possible in light of this disclosure. It is to be understood that other implementations may be utilized and operational changes may be made without departing from the scope of the present inventions. As such, the scope of the inventions is not limited solely to the description above because the description of the above implementations has been presented for the purposes of illustration and description.
In particular, it is to be understood that any of the implementations discussed above with respect to a single photodetector element spaced apart from a light source may also be implemented using a plurality of photodetector elements arranged about the light source, as discussed with respect to various other implementations discussed herein.
Furthermore, it is to be understood that the use of the term “substantially” herein, unless otherwise defined with respect to a specific context, with respect to a numeric quantity or otherwise quantifiable relationship, e.g., perpendicularity or parallelism, is to be understood as indicating that quantity ±10%. Thus, for example, lines that are substantially perpendicular to one another may be at angles between 81° and 99° to one another. In a further example, dimensions that are substantially between 1 mm and 3 mm, for example, may range from 0.9 mm to 3.3 mm. In another example, an angle that is substantially in the range of 1 to 1.1 radians may be between 0.9 radians and 1.21 radians.
Importantly, the present invention is neither limited to any single aspect nor implementation, nor to any combinations and/or permutations of such aspects and/or implementations. Moreover, each of the aspects of the present invention, and/or implementations thereof, may be employed alone or in combination with one or more of the other aspects and/or implementations thereof. For the sake of brevity, many of those permutations and combinations will not be discussed and/or illustrated separately herein.

Claims (30)

What is claimed is:
1. An apparatus comprising:
a light source;
one or more discrete photodetector elements, each photodetector element having:
a first edge having a first length, and
a first width in a direction perpendicular to the first edge; and
control logic, the control logic communicatively connected with the light source and each photodetector element and configured to:
cause the light source to emit light,
obtain one or more measured light intensity measurements from the one or more photodetector elements, and
determine a heart rate measurement based, at least in part, on the one or more light intensity measurements,
wherein the ratio of the first length to the first width of each photodetector is substantially between 2:1 to 5:1.
2. The apparatus of claim 1, wherein:
the first edge of each photodetector element is perpendicular to an axis radiating out from a center of the light source.
3. The apparatus of claim 1, wherein:
the first edge of each photodetector element is transverse to an axis radiating out from a center of the light source.
4. The apparatus of claim 1, wherein:
the light source includes a plurality of light-emitting devices.
5. The apparatus of claim 4, wherein:
the plurality of light-emitting devices includes at least two light-emitting devices that predominantly emit light of different wavelengths.
6. The apparatus of claim 4, wherein:
there are a plurality of photodetector elements arranged in a pattern, and
the plurality of light-emitting devices is collocated at a center point of the pattern of photodetector elements.
7. The apparatus of claim 6, wherein the ratio of the first length to the first width of each photodetector element is substantially between 2:1 to 3.5:1.
8. The apparatus of claim 1, wherein the ratio of the first length to the first width of each photodetector element is substantially between 3.5:1 to 5:1.
9. The apparatus of claim 1, wherein each photodetector element:
has a first length between 1 mm and 5 mm and a first width between 0.5 mm and 2 mm, with the ratio of the first length to the first width substantially between 2:1 to 5:1, and
is positioned such that an edge of the photodetector element closest to the light source is between 1 mm and 4 mm from the light source.
10. The apparatus of claim 9, wherein the pattern of photodetector elements includes three photodetector elements that are equidistantly spaced about the light source.
11. The apparatus of claim 1, further comprising:
a housing having a back face that includes one or more transparent window regions through which light may enter the apparatus, wherein:
each photodetector element is positioned such that that photodetector element is overlapped by a corresponding one of the one or more transparent window regions, and
the housing is configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
12. The apparatus of claim 11, wherein:
the back face includes a thin window, and
the window regions are sub-regions of the window that are defined by the photodetector elements.
13. The apparatus of claim 11, wherein:
each photodetector element is offset from the corresponding transparent window region by a corresponding gap in a direction normal to the photodetector element, and
the gap is free of optical light guides.
14. The apparatus of claim 1, wherein each photodetector element has, in addition to the first edge, an arcuate second edge opposite the first edge, wherein the arcuate second edge has a maximum distance from the first edge, when measured along a direction perpendicular to the first edge, that is equal to the first width.
15. An apparatus comprising:
a first light source;
a second light source;
a photodetector element interposed between the first light source and the second light source; and
control logic, the control logic communicatively connected with the first light source, the second light source, and the photodetector element and configured to:
cause the first light source and the second light source to emit light,
obtain measured light intensity measurements from the photodetector element, and
determine a heart rate measurement based, at least in part, on the light intensity measurements,
wherein:
the photodetector element is rectangular in shape, has a first edge with a first length, and has a second edge, perpendicular to the first edge, with a second length, and
the ratio of the first length to the second length is substantially between 2:1 to 5:1.
16. The apparatus of claim 15, wherein:
the first edge of each photodetector element is perpendicular to an axis spanning between a center of the first light source and a center of the second light source.
17. The apparatus of claim 15, wherein:
the first edge of each photodetector element is transverse to an axis spanning between a center of the first light source and a center of the second light source.
18. The apparatus of claim 15, further comprising
a housing having a back face that includes a transparent window region that overlaps the photodetector element and two further window regions that are each associated with a different one of the first light source and the second light source and that allow light from the associated light source to pass through the back face, wherein:
the first light source and the second light source are the only light sources in the apparatus configured to emit light through the back face, and
the housing is configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
19. The apparatus of claim 15, wherein the photodetector element is equidistant from the first light source and the second light source.
20. An apparatus comprising:
a light source;
one or more photodetectors, each photodetector having a photosensitive area, wherein at least 90% of the photosensitive area is defined by a first dimension along a first axis and a second dimension along a second axis perpendicular to the first axis; and
control logic, the control logic communicatively connected with the light source and each photodetector and configured to:
cause the light source to emit light,
obtain one or more measured light intensity measurements from the one or more photodetectors, and
determine a heart rate measurement based, at least in part, on the one or more light intensity measurements, wherein, for each photodetector:
the ratio of the first dimension to the second dimension is substantially between 2:1 to 5:1.
21. The apparatus of claim 20, wherein:
the light source includes a plurality of light-emitting devices, and
the plurality of light-emitting devices includes at least two light-emitting devices that predominantly emit light of different wavelengths.
22. The apparatus of claim 20, wherein:
the one or more photodetectors includes a plurality of photodetectors arranged in a pattern, and
the light source is located at a center point of the pattern of photodetectors.
23. The apparatus of claim 20, wherein the ratio of the first dimension to the second dimension of each photodetector is substantially between 2:1 to 3.5:1.
24. The apparatus of claim 20, wherein the ratio of the first dimension to the second dimension of each photodetector is substantially between 3.5:1 to 5:1.
25. The apparatus of claim 20, wherein:
the one or more photodetectors includes a plurality of photodetectors arranged in a pattern, and
the center of the photosensitive area of each photodetector in the pattern is equidistant from the center of the light source.
26. The apparatus of claim 25, wherein:
the first dimension associated with each photodetector is between 3 mm and 5 mm and the second dimension associated with each photodetector is between 1 mm and 2 mm, consistent with the ratio of the first dimension to the second dimension being between 2:1 to 5:1, and
each photodetector is positioned such that an edge of the photosensitive area for that photodetector that is closest to the light source is between 1 mm and 4 mm from the center of the light source.
27. The apparatus of claim 26, wherein the pattern of photodetectors includes four photodetectors that are equidistantly spaced about the light source.
28. The apparatus of claim 20, further comprising:
a housing having a back face that includes one or more thin, transparent window regions, wherein:
each photodetector is positioned such that the photosensitive area of that photodetector is overlapped by a corresponding one of the transparent window regions, and
the housing is configured such that the back face is adjacent to the skin of a person wearing the apparatus when the apparatus is worn by that person.
29. The apparatus of claim 28, wherein:
the back face includes a thin window, and
the window regions are sub-regions of the window that are defined by the photosensitive areas of the one or more photodetectors.
30. The apparatus of claim 28, wherein:
the photosensitive area of each photodetector is offset from the corresponding transparent window region by a corresponding gap in a direction normal to the photodetector, and
the gap is free of optical light guides.
US14/724,750 2015-05-28 2015-05-28 Heart rate sensor with high-aspect-ratio photodetector element Active US9392946B1 (en)

Priority Applications (5)

Application Number Priority Date Filing Date Title
US14/724,750 US9392946B1 (en) 2015-05-28 2015-05-28 Heart rate sensor with high-aspect-ratio photodetector element
EP16168661.3A EP3097848B1 (en) 2015-05-28 2016-05-06 Heart rate sensor with high-aspect-ratio photodetector element
MYPI2016000981A MY183004A (en) 2015-05-28 2016-05-25 Heart rate sensor with high-aspect-ratio photodetector element
CN201610377864.4A CN106175740A (en) 2015-05-28 2016-05-30 There is the heart rate sensor of high-aspect-ratio photoelectric detector components
US15/192,447 US9775548B2 (en) 2015-05-28 2016-06-24 Heart rate sensor with high-aspect-ratio photodetector element

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US14/724,750 US9392946B1 (en) 2015-05-28 2015-05-28 Heart rate sensor with high-aspect-ratio photodetector element

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US15/192,447 Continuation US9775548B2 (en) 2015-05-28 2016-06-24 Heart rate sensor with high-aspect-ratio photodetector element

Publications (1)

Publication Number Publication Date
US9392946B1 true US9392946B1 (en) 2016-07-19

Family

ID=55919731

Family Applications (2)

Application Number Title Priority Date Filing Date
US14/724,750 Active US9392946B1 (en) 2015-05-28 2015-05-28 Heart rate sensor with high-aspect-ratio photodetector element
US15/192,447 Active US9775548B2 (en) 2015-05-28 2016-06-24 Heart rate sensor with high-aspect-ratio photodetector element

Family Applications After (1)

Application Number Title Priority Date Filing Date
US15/192,447 Active US9775548B2 (en) 2015-05-28 2016-06-24 Heart rate sensor with high-aspect-ratio photodetector element

Country Status (4)

Country Link
US (2) US9392946B1 (en)
EP (1) EP3097848B1 (en)
CN (1) CN106175740A (en)
MY (1) MY183004A (en)

Cited By (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160029911A1 (en) * 2014-07-31 2016-02-04 Salutron, Inc. Integrated sensor modules
US9456787B2 (en) 2012-06-22 2016-10-04 Fitbit, Inc. Wearable heart rate monitor
US9662053B2 (en) 2012-06-22 2017-05-30 Fitbit, Inc. Physiological data collection
US20170241834A1 (en) * 2016-02-19 2017-08-24 Lite-On Opto Technology (Changzhou) Co., Ltd. Optical sensor module and a wearable device including the same
US9775548B2 (en) 2015-05-28 2017-10-03 Fitbit, Inc. Heart rate sensor with high-aspect-ratio photodetector element
US20170281027A1 (en) * 2016-04-05 2017-10-05 Silicon Laboratories Inc. Optical Arrangement For Power-Efficient, Low Noise Photoplethysmographic Sensor Module
US20180177459A1 (en) * 2012-10-07 2018-06-28 Rhythm Diagnostic Systems, Inc. Health monitoring systems and methods
US10216893B2 (en) 2010-09-30 2019-02-26 Fitbit, Inc. Multimode sensor devices
US10244949B2 (en) 2012-10-07 2019-04-02 Rhythm Diagnostic Systems, Inc. Health monitoring systems and methods
USD850626S1 (en) 2013-03-15 2019-06-04 Rhythm Diagnostic Systems, Inc. Health monitoring apparatuses
USD850316S1 (en) * 2017-05-22 2019-06-04 Precision Dynamics Corporation VIR band
US10413251B2 (en) 2012-10-07 2019-09-17 Rhythm Diagnostic Systems, Inc. Wearable cardiac monitor
US10433739B2 (en) 2016-04-29 2019-10-08 Fitbit, Inc. Multi-channel photoplethysmography sensor
US10512407B2 (en) 2013-06-24 2019-12-24 Fitbit, Inc. Heart rate data collection
US10568525B1 (en) 2015-12-14 2020-02-25 Fitbit, Inc. Multi-wavelength pulse oximetry
US10986817B2 (en) 2014-09-05 2021-04-27 Intervet Inc. Method and system for tracking health in animal populations
US10986816B2 (en) 2014-03-26 2021-04-27 Scr Engineers Ltd. Livestock location system
US11051706B1 (en) 2017-04-07 2021-07-06 Fitbit, Inc. Multiple source-detector pair photoplethysmography (PPG) sensor
US11062116B2 (en) 2017-11-01 2021-07-13 Samsung Electronics Co., Ltd. Electronic device including a plurality of light emitting units and a plurality of light receiving units
US11071279B2 (en) 2014-09-05 2021-07-27 Intervet Inc. Method and system for tracking health in animal populations
US11096601B2 (en) 2012-06-22 2021-08-24 Fitbit, Inc. Optical device for determining pulse rate
US11172649B2 (en) 2016-09-28 2021-11-16 Scr Engineers Ltd. Holder for a smart monitoring tag for cows
US11206989B2 (en) 2015-12-10 2021-12-28 Fitbit, Inc. Light field management in an optical biological parameter sensor
US11259707B2 (en) 2013-01-15 2022-03-01 Fitbit, Inc. Methods, systems and devices for measuring heart rate
US11266320B2 (en) * 2017-09-26 2022-03-08 Apple Inc. Concentric architecture for optical sensing
US11426103B2 (en) 2008-07-03 2022-08-30 Masimo Corporation Multi-stream data collection system for noninvasive measurement of blood constituents
US11559216B1 (en) * 2016-08-12 2023-01-24 Apple Inc. Integrated photodiode
US11638532B2 (en) 2008-07-03 2023-05-02 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
USD990063S1 (en) 2020-06-18 2023-06-20 S.C.R. (Engineers) Limited Animal ear tag
USD990062S1 (en) 2020-06-18 2023-06-20 S.C.R. (Engineers) Limited Animal ear tag
US20230355133A1 (en) * 2016-12-12 2023-11-09 Adidas Ag Wireless data communication and power transmission athletic apparel module
US11832584B2 (en) 2018-04-22 2023-12-05 Vence, Corp. Livestock management system and method
US11832587B2 (en) 2020-06-18 2023-12-05 S.C.R. (Engineers) Limited Animal tag
US11864529B2 (en) 2018-10-10 2024-01-09 S.C.R. (Engineers) Limited Livestock dry off method and device
US11903700B2 (en) 2019-08-28 2024-02-20 Rds Vital signs monitoring systems and methods

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10254804B2 (en) 2014-02-11 2019-04-09 Apple Inc. Detecting the limb wearing a wearable electronic device
ES2963483T3 (en) 2017-09-05 2024-03-27 Apple Inc Wearable electronic device with electrodes to detect biological parameters
EP3459447A3 (en) * 2017-09-26 2019-07-10 Apple Inc. Optical sensor subsystem adjacent a cover of an electronic device housing
GB2572626B (en) * 2018-04-05 2021-04-07 Life Meter Srl Pulse oximetry device, system and method
US10153317B1 (en) 2018-04-26 2018-12-11 Alentic Microscience Inc. Image sensors comprising a chamber to confine a sample at a sensor surface of successive light sensitive subareas and non-light sensitive areas
CN108784656B (en) * 2018-06-19 2021-11-12 深圳市元征科技股份有限公司 Wearing identification method and device of wearable equipment and wearable equipment
US11259712B2 (en) * 2018-11-13 2022-03-01 International Business Machines Corporation Wearable reflectance-mode PPG sensor network having improved detected signal strength
US20220015673A1 (en) * 2018-12-17 2022-01-20 Ams Ag Integrated optical biosensors including molded beam shaping elements
US20220142494A1 (en) 2019-03-01 2022-05-12 Valencell, Inc. Optical sensor modules with selective optical pathways
WO2021067400A1 (en) * 2019-09-30 2021-04-08 The Regents Of The University Of California Organic multi-channel optoelectronic sensors for wearable health monitoring

Citations (81)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4367752A (en) 1980-04-30 1983-01-11 Biotechnology, Inc. Apparatus for testing physical condition of a subject
US4771792A (en) 1985-02-19 1988-09-20 Seale Joseph B Non-invasive determination of mechanical characteristics in the body
US5036856A (en) 1990-07-19 1991-08-06 Thornton William E Cardiovascular monitoring system
US5101831A (en) 1989-07-07 1992-04-07 Matsushita Electric Works, Ltd. System for discriminating sleep state
US5318597A (en) 1993-03-15 1994-06-07 Cardiac Pacemakers, Inc. Rate adaptive cardiac rhythm management device control algorithm using trans-thoracic ventilation
US5738104A (en) 1995-11-08 1998-04-14 Salutron, Inc. EKG based heart rate monitor
US6076015A (en) 1998-02-27 2000-06-13 Cardiac Pacemakers, Inc. Rate adaptive cardiac rhythm management device using transthoracic impedance
US6131076A (en) 1997-07-25 2000-10-10 Arch Development Corporation Self tuning system for industrial surveillance
US6241684B1 (en) 1996-04-08 2001-06-05 Seiko Epson Corporation Exercise workout support device
US6289230B1 (en) 1998-07-07 2001-09-11 Lightouch Medical, Inc. Tissue modulation process for quantitative noninvasive in vivo spectroscopic analysis of tissues
US20010044588A1 (en) 1996-02-22 2001-11-22 Mault James R. Monitoring system
US6402690B1 (en) 1999-04-23 2002-06-11 Massachusetts Institute Of Technology Isolating ring sensor design
US6418394B1 (en) 1997-05-21 2002-07-09 Polar Electro Oy Measuring device and method of controlling same
US6583369B2 (en) 2001-04-10 2003-06-24 Sunbeam Products, Inc. Scale with a transiently visible display
US20030163710A1 (en) 2001-01-10 2003-08-28 Ortiz Luis Melisendro Random biometric authentication utilizing unique biometric signatures
US6731967B1 (en) 2001-07-16 2004-05-04 Pacesetter, Inc. Methods and devices for vascular plethysmography via modulation of source intensity
US20040236227A1 (en) 2003-05-21 2004-11-25 Asulab S.A. Portable instrument for measuring a physiological quantity, including a device for illuminating the surface of an organic tissue
US20050054940A1 (en) 2003-04-23 2005-03-10 Almen Adam J. Apparatus and method for monitoring heart rate variability
US20050245793A1 (en) 2004-04-14 2005-11-03 Hilton Theodore C Personal wellness monitor system and process
US6997882B1 (en) 2001-12-21 2006-02-14 Barron Associates, Inc. 6-DOF subject-monitoring device and method
US20060195020A1 (en) 2003-08-01 2006-08-31 Martin James S Methods, systems, and apparatus for measuring a pulse rate
US20070213020A1 (en) 2006-03-08 2007-09-13 Em Microelectronic-Marin S.A. Signal conditioning circuit between an optical device and a processing unit
US20070265533A1 (en) 2006-05-12 2007-11-15 Bao Tran Cuffless blood pressure monitoring appliance
US20080097221A1 (en) 2004-02-17 2008-04-24 Joseph Florian Optical in-vivo monitoring systems
US20090012433A1 (en) 2007-06-18 2009-01-08 Fernstrom John D Method, apparatus and system for food intake and physical activity assessment
US20090132197A1 (en) 2007-11-09 2009-05-21 Google Inc. Activating Applications Based on Accelerometer Data
US20090163783A1 (en) 2007-12-21 2009-06-25 Nellcor Puritan Bennett Llc Medical sensor and technique for using the same
US20090292332A1 (en) 2005-12-22 2009-11-26 Dan Li Method and apparatus for morphology-based arrhythmia classification using cardiac and other physiological signals
US20090318779A1 (en) 2006-05-24 2009-12-24 Bao Tran Mesh network stroke monitoring appliance
CN101615098A (en) 2009-07-31 2009-12-30 深圳市易优特科技有限公司 A kind of anti-optical road of infrared touch panel and anti-light method
US20100106044A1 (en) 2008-10-27 2010-04-29 Michael Linderman EMG measured during controlled hand movement for biometric analysis, medical diagnosis and related analysis
US7720306B2 (en) 2005-08-29 2010-05-18 Photomed Technologies, Inc. Systems and methods for displaying changes in biological responses to therapy
US20100152600A1 (en) 2008-04-03 2010-06-17 Kai Sensors, Inc. Non-contact physiologic motion sensors and methods for use
US20100204550A1 (en) 2009-02-06 2010-08-12 Biancamed Limited Apparatus, system and method for chronic disease monitoring
US20100274100A1 (en) 2004-06-18 2010-10-28 Andrew Behar Systems and methods for monitoring subjects in potential physiological distress
US20100298651A1 (en) 2009-05-20 2010-11-25 Triage Wireless, Inc. Cable system for generating signals for detecting motion and measuring vital signs
US20100298661A1 (en) 2009-05-20 2010-11-25 Triage Wireless, Inc. Method for generating alarms/alerts based on a patient's posture and vital signs
US20100331657A1 (en) 2008-02-21 2010-12-30 Dexcom, Inc. Systems and methods for processing, transmitting and displaying sensor data
US20100331145A1 (en) 2009-04-26 2010-12-30 Nike, Inc. Athletic Watch
US20110066010A1 (en) 2009-09-15 2011-03-17 Jim Moon Body-worn vital sign monitor
US20110112442A1 (en) 2007-05-02 2011-05-12 Earlysense Ltd. Monitoring, Predicting and Treating Clinical Episodes
US20110118621A1 (en) 2009-11-13 2011-05-19 Chu Tun-Hsiao Muscular energy state analysis system and method for swing motion and computer program product thereof
US8040758B1 (en) 2007-05-01 2011-10-18 Physi-Cal Enterprises Lp Golf watch having heart rate monitoring for improved golf game
CN102389313A (en) 2011-08-17 2012-03-28 天津大学 Device and method for measuring square wave modulated photoelectric volume pulse wave
US20120083715A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Portable Monitoring Devices and Methods of Operating Same
US8152745B2 (en) 2008-02-25 2012-04-10 Shriners Hospitals For Children Activity monitoring
US8172761B1 (en) 2004-09-28 2012-05-08 Impact Sports Technologies, Inc. Monitoring device with an accelerometer, method and system
US20120123232A1 (en) 2008-12-16 2012-05-17 Kayvan Najarian Method and apparatus for determining heart rate variability using wavelet transformation
US20120150074A1 (en) 2010-12-08 2012-06-14 EZ as a Drink Productions, Inc. Physical activity monitoring system
US8211503B2 (en) 2009-03-25 2012-07-03 Shenzhen Futaihong Precision Industry Co., Ltd. Method for making device housing
US20120172733A1 (en) 2009-08-27 2012-07-05 Jawon Medical Co., Ltd Apparatus and method of measuring blood pressure of examinee while detecting body activity of examinee
EP1721237B1 (en) 2004-02-27 2012-08-29 Simon Richard Daniel Wearable modular interface strap
US20120232432A1 (en) 2008-08-29 2012-09-13 Philippe Kahn Sensor Fusion for Activity Identification
US20120245439A1 (en) 2008-11-20 2012-09-27 David Andre Method and apparatus for determining critical care parameters
US20120253486A1 (en) 2011-03-30 2012-10-04 Polar Electro Oy Method for Calibrating Exercise Apparatus
US20120255875A1 (en) 2011-04-08 2012-10-11 Dexcom, Inc. Systems and methods for processing and transmitting sensor data
US20120274508A1 (en) 2009-04-26 2012-11-01 Nike, Inc. Athletic Watch
US20120316471A1 (en) 2011-06-10 2012-12-13 Aliphcom Power management in a data-capable strapband
US20130009779A1 (en) 2010-03-19 2013-01-10 Werner Wittling Method for determining the activity of the parasympathetic nervous system and/or the sympathetic nervous system of the autonomic nervous system of a living being
US8386042B2 (en) 2009-11-03 2013-02-26 Medtronic Minimed, Inc. Omnidirectional accelerometer device and medical device incorporating same
US20130077826A1 (en) 2003-04-11 2013-03-28 David J. Cowperthwaite Method and apparatus for three-dimensional tracking of infra-red beacons
US20130106684A1 (en) 2010-11-01 2013-05-02 Nike, Inc. Wearable Device Assembly Having Athletic Functionality
CN103093420A (en) 2011-11-02 2013-05-08 原相科技股份有限公司 Image system and interference elimination method thereof
US8444578B2 (en) 2005-12-02 2013-05-21 Medtronic, Inc. Wearable ambulatory data recorder
US8475367B1 (en) 2011-01-09 2013-07-02 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US20130191034A1 (en) 2012-01-19 2013-07-25 Nike, Inc. Energy expenditure
US20130211265A1 (en) 2010-10-18 2013-08-15 3M Innovative Properties Company Multifunctional medical device for telemedicine applications
US20130218053A1 (en) 2010-07-09 2013-08-22 The Regents Of The University Of California System comprised of sensors, communications, processing and inference on servers and other devices
US20140073486A1 (en) 2012-09-04 2014-03-13 Bobo Analytics, Inc. Systems, devices and methods for continuous heart rate monitoring and interpretation
US20140074431A1 (en) 2012-09-10 2014-03-13 Apple Inc. Wrist Pedometer Step Detection
US20140099614A1 (en) 2012-10-08 2014-04-10 Lark Technologies, Inc. Method for delivering behavior change directives to a user
US20140107493A1 (en) 2012-06-22 2014-04-17 Fitbit, Inc. Portable Biometric Monitoring Devices and Methods of Operating Same
US20140135631A1 (en) 2012-06-22 2014-05-15 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20140142403A1 (en) 2012-06-22 2014-05-22 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20140241626A1 (en) 2013-02-28 2014-08-28 Korea University Research And Business Foundation Method and apparatus for analyzing video based on spatiotemporal patterns
US20140275854A1 (en) 2012-06-22 2014-09-18 Fitbit, Inc. Wearable heart rate monitor
US20140275852A1 (en) 2012-06-22 2014-09-18 Fitbit, Inc. Wearable heart rate monitor
US20140275821A1 (en) 2013-03-14 2014-09-18 Christopher V. Beckman Specialized Sensors and Techniques for Monitoring Personal Activity
US20140278139A1 (en) 2010-09-30 2014-09-18 Fitbit, Inc. Multimode sensor devices
US20140288435A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Heart rate data collection
US9089760B2 (en) 2006-09-26 2015-07-28 Fitbit, Inc. System and method for activating a device based on a record of physical activity

Family Cites Families (52)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4781195A (en) 1987-12-02 1988-11-01 The Boc Group, Inc. Blood monitoring apparatus and methods with amplifier input dark current correction
US6539336B1 (en) 1996-12-12 2003-03-25 Phatrat Technologies, Inc. Sport monitoring system for determining airtime, speed, power absorbed and other factors such as drop distance
JP3523978B2 (en) 1997-03-18 2004-04-26 セイコーエプソン株式会社 Pulse meter
US5954644A (en) 1997-03-24 1999-09-21 Ohmeda Inc. Method for ambient light subtraction in a photoplethysmographic measurement instrument
US6882955B1 (en) 1997-10-02 2005-04-19 Fitsense Technology, Inc. Monitoring activity of a user in locomotion on foot
US6730047B2 (en) 1997-10-24 2004-05-04 Creative Sports Technologies, Inc. Head gear including a data augmentation unit for detecting head motion and providing feedback relating to the head motion
US6527711B1 (en) 1999-10-18 2003-03-04 Bodymedia, Inc. Wearable human physiological data sensors and reporting system therefor
US6585622B1 (en) 1999-12-03 2003-07-01 Nike, Inc. Interactive use an athletic performance monitoring and reward method, system, and computer program product
BRPI0414359A (en) 2000-06-16 2006-11-14 Bodymedia Inc body weight monitoring and management system and other psychological conditions that include interactive and personalized planning, intervention and reporting
US7689437B1 (en) 2000-06-16 2010-03-30 Bodymedia, Inc. System for monitoring health, wellness and fitness
DE60119100T2 (en) 2000-06-23 2006-08-31 Bodymedia, Inc. SYSTEM FOR THE MONITORING OF HEALTH, WELL-BEING AND CONDITION
US7171331B2 (en) 2001-12-17 2007-01-30 Phatrat Technology, Llc Shoes employing monitoring devices, and associated methods
EP1297784B8 (en) * 2001-09-28 2011-01-12 CSEM Centre Suisse d'Electronique et de Microtechnique SA - Recherche et Développement Method and device for pulse rate detection
US20030107487A1 (en) 2001-12-10 2003-06-12 Ronen Korman Method and device for measuring physiological parameters at the wrist
US7020508B2 (en) 2002-08-22 2006-03-28 Bodymedia, Inc. Apparatus for detecting human physiological and contextual information
CA2501732C (en) 2002-10-09 2013-07-30 Bodymedia, Inc. Method and apparatus for auto journaling of continuous or discrete body states utilizing physiological and/or contextual parameters
US7526327B2 (en) * 2003-06-04 2009-04-28 Eta Sa Manufacture Horlogère Suisse Instrument having optical device measuring a physiological quantity and means for transmitting and/or receiving data
EP1586353B1 (en) 2004-04-15 2007-01-10 CSEM Centre Suisse d'Electronique et de Microtechnique S.A. - Recherche et Développement Method and device for measuring efficacy of a sportive activity
US7909768B1 (en) 2004-07-19 2011-03-22 Pacesetter, Inc. Reducing data acquisition, power and processing for hemodynamic signal sampling
KR100786703B1 (en) 2004-07-24 2007-12-21 삼성전자주식회사 Device and method for measuring physical exercise using acceleration sensor
US8109858B2 (en) 2004-07-28 2012-02-07 William G Redmann Device and method for exercise prescription, detection of successful performance, and provision of reward therefore
US20060052727A1 (en) 2004-09-09 2006-03-09 Laurence Palestrant Activity monitoring device and weight management method utilizing same
US9011344B1 (en) * 2004-09-28 2015-04-21 Impact Sports Technologies, Inc. Infant monitor
US7993276B2 (en) 2004-10-15 2011-08-09 Pulse Tracer, Inc. Motion cancellation of optical input signals for physiological pulse measurement
JP2009500047A (en) 2005-04-14 2009-01-08 イダルゴ リミテッド Apparatus and method for monitoring
US7827000B2 (en) 2006-03-03 2010-11-02 Garmin Switzerland Gmbh Method and apparatus for estimating a motion parameter
US7579946B2 (en) 2006-04-20 2009-08-25 Nike, Inc. Footwear products including data transmission capabilities
US9044136B2 (en) 2007-02-16 2015-06-02 Cim Technology Inc. Wearable mini-size intelligent healthcare system
WO2009140360A1 (en) 2008-05-14 2009-11-19 Espenuda Holding, Llc Physical activity monitor and data collection unit
US20100030040A1 (en) * 2008-08-04 2010-02-04 Masimo Laboratories, Inc. Multi-stream data collection system for noninvasive measurement of blood constituents
EP2338124A1 (en) 2008-09-26 2011-06-29 Gruve, Inc. Personalized activity monitor and weight management system
JP2010169410A (en) * 2009-01-20 2010-08-05 Seiko Epson Corp Optical characteristic measuring device and optical characteristic measurement system
EP2210557A1 (en) 2009-01-21 2010-07-28 Koninklijke Philips Electronics N.V. Determining energy expenditure of a user
US8140143B2 (en) 2009-04-16 2012-03-20 Massachusetts Institute Of Technology Washable wearable biosensor
WO2011091439A2 (en) * 2010-01-25 2011-07-28 Oregon Health & Science University Fiberoptic probe for measuring tissue oxygenation and method for using same
US9241635B2 (en) * 2010-09-30 2016-01-26 Fitbit, Inc. Portable monitoring devices for processing applications and processing analysis of physiological conditions of a user associated with the portable monitoring device
US9259160B2 (en) 2010-12-01 2016-02-16 Nellcor Puritan Bennett Ireland Systems and methods for determining when to measure a physiological parameter
EP2679981A4 (en) * 2011-02-23 2015-08-19 Univ Shizuoka Nat Univ Corp Optical measurement device
US8446275B2 (en) 2011-06-10 2013-05-21 Aliphcom General health and wellness management method and apparatus for a wellness application using data from a data-capable band
US20130173171A1 (en) 2011-06-10 2013-07-04 Aliphcom Data-capable strapband
US8199126B1 (en) 2011-07-18 2012-06-12 Google Inc. Use of potential-touch detection to improve responsiveness of devices
US20130053661A1 (en) 2011-08-31 2013-02-28 Motorola Mobility, Inc. System for enabling reliable skin contract of an electrical wearable device
US9955900B2 (en) * 2012-10-31 2018-05-01 Quaerimus, Inc. System and method for continuous monitoring of a human foot
US20150366469A1 (en) 2012-12-13 2015-12-24 Cnv Systems Ltd. System for measurement of cardiovascular health
CN104379055B (en) * 2012-12-14 2018-05-15 皇家飞利浦有限公司 Equipment for the physiological parameter for measuring user
US9433386B2 (en) * 2013-07-09 2016-09-06 Xerox Corporation Method and apparatus for monitoring a subject for atrial fibrillation
JP6229338B2 (en) * 2013-07-12 2017-11-15 セイコーエプソン株式会社 Photodetection unit and biological information detection apparatus
US8742325B1 (en) * 2013-07-31 2014-06-03 Google Inc. Photodetector array on curved substrate
US20150230743A1 (en) * 2014-02-17 2015-08-20 Covidien Lp Sensor configurations for anatomical variations
US9031812B2 (en) 2014-02-27 2015-05-12 Fitbit, Inc. Notifications on a user device based on activity detected by an activity monitoring device
US10058254B2 (en) * 2014-04-07 2018-08-28 Physical Enterprises Inc. Systems and methods for optical sensor arrangements
US9392946B1 (en) 2015-05-28 2016-07-19 Fitbit, Inc. Heart rate sensor with high-aspect-ratio photodetector element

Patent Citations (136)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4367752A (en) 1980-04-30 1983-01-11 Biotechnology, Inc. Apparatus for testing physical condition of a subject
US4771792A (en) 1985-02-19 1988-09-20 Seale Joseph B Non-invasive determination of mechanical characteristics in the body
US5101831A (en) 1989-07-07 1992-04-07 Matsushita Electric Works, Ltd. System for discriminating sleep state
US5036856A (en) 1990-07-19 1991-08-06 Thornton William E Cardiovascular monitoring system
US5318597A (en) 1993-03-15 1994-06-07 Cardiac Pacemakers, Inc. Rate adaptive cardiac rhythm management device control algorithm using trans-thoracic ventilation
US5738104A (en) 1995-11-08 1998-04-14 Salutron, Inc. EKG based heart rate monitor
US20010044588A1 (en) 1996-02-22 2001-11-22 Mault James R. Monitoring system
US6241684B1 (en) 1996-04-08 2001-06-05 Seiko Epson Corporation Exercise workout support device
US6418394B1 (en) 1997-05-21 2002-07-09 Polar Electro Oy Measuring device and method of controlling same
US6131076A (en) 1997-07-25 2000-10-10 Arch Development Corporation Self tuning system for industrial surveillance
US6076015A (en) 1998-02-27 2000-06-13 Cardiac Pacemakers, Inc. Rate adaptive cardiac rhythm management device using transthoracic impedance
US6289230B1 (en) 1998-07-07 2001-09-11 Lightouch Medical, Inc. Tissue modulation process for quantitative noninvasive in vivo spectroscopic analysis of tissues
US6402690B1 (en) 1999-04-23 2002-06-11 Massachusetts Institute Of Technology Isolating ring sensor design
US20030163710A1 (en) 2001-01-10 2003-08-28 Ortiz Luis Melisendro Random biometric authentication utilizing unique biometric signatures
US6583369B2 (en) 2001-04-10 2003-06-24 Sunbeam Products, Inc. Scale with a transiently visible display
US6731967B1 (en) 2001-07-16 2004-05-04 Pacesetter, Inc. Methods and devices for vascular plethysmography via modulation of source intensity
US6997882B1 (en) 2001-12-21 2006-02-14 Barron Associates, Inc. 6-DOF subject-monitoring device and method
US20130077826A1 (en) 2003-04-11 2013-03-28 David J. Cowperthwaite Method and apparatus for three-dimensional tracking of infra-red beacons
US20050054940A1 (en) 2003-04-23 2005-03-10 Almen Adam J. Apparatus and method for monitoring heart rate variability
US20040236227A1 (en) 2003-05-21 2004-11-25 Asulab S.A. Portable instrument for measuring a physiological quantity, including a device for illuminating the surface of an organic tissue
US20060195020A1 (en) 2003-08-01 2006-08-31 Martin James S Methods, systems, and apparatus for measuring a pulse rate
US20080097221A1 (en) 2004-02-17 2008-04-24 Joseph Florian Optical in-vivo monitoring systems
EP1721237B1 (en) 2004-02-27 2012-08-29 Simon Richard Daniel Wearable modular interface strap
US20050245793A1 (en) 2004-04-14 2005-11-03 Hilton Theodore C Personal wellness monitor system and process
US20100274100A1 (en) 2004-06-18 2010-10-28 Andrew Behar Systems and methods for monitoring subjects in potential physiological distress
US8172761B1 (en) 2004-09-28 2012-05-08 Impact Sports Technologies, Inc. Monitoring device with an accelerometer, method and system
US8579827B1 (en) 2004-09-28 2013-11-12 Impact Sports Technologies, Inc. Monitoring device with an accelerometer, method and system
US7720306B2 (en) 2005-08-29 2010-05-18 Photomed Technologies, Inc. Systems and methods for displaying changes in biological responses to therapy
US8444578B2 (en) 2005-12-02 2013-05-21 Medtronic, Inc. Wearable ambulatory data recorder
US20090292332A1 (en) 2005-12-22 2009-11-26 Dan Li Method and apparatus for morphology-based arrhythmia classification using cardiac and other physiological signals
US20070213020A1 (en) 2006-03-08 2007-09-13 Em Microelectronic-Marin S.A. Signal conditioning circuit between an optical device and a processing unit
US20070265533A1 (en) 2006-05-12 2007-11-15 Bao Tran Cuffless blood pressure monitoring appliance
US7539532B2 (en) 2006-05-12 2009-05-26 Bao Tran Cuffless blood pressure monitoring appliance
US20090318779A1 (en) 2006-05-24 2009-12-24 Bao Tran Mesh network stroke monitoring appliance
US9089760B2 (en) 2006-09-26 2015-07-28 Fitbit, Inc. System and method for activating a device based on a record of physical activity
US8040758B1 (en) 2007-05-01 2011-10-18 Physi-Cal Enterprises Lp Golf watch having heart rate monitoring for improved golf game
US20110112442A1 (en) 2007-05-02 2011-05-12 Earlysense Ltd. Monitoring, Predicting and Treating Clinical Episodes
US20090012433A1 (en) 2007-06-18 2009-01-08 Fernstrom John D Method, apparatus and system for food intake and physical activity assessment
US20090132197A1 (en) 2007-11-09 2009-05-21 Google Inc. Activating Applications Based on Accelerometer Data
US20090163783A1 (en) 2007-12-21 2009-06-25 Nellcor Puritan Bennett Llc Medical sensor and technique for using the same
US8346328B2 (en) 2007-12-21 2013-01-01 Covidien Lp Medical sensor and technique for using the same
US20100331657A1 (en) 2008-02-21 2010-12-30 Dexcom, Inc. Systems and methods for processing, transmitting and displaying sensor data
US20110009727A1 (en) 2008-02-21 2011-01-13 Dexcom, Inc. Systems and methods for processing, transmitting and displaying sensor data
US8152745B2 (en) 2008-02-25 2012-04-10 Shriners Hospitals For Children Activity monitoring
US20100249633A1 (en) 2008-04-03 2010-09-30 Kai Medical, Inc. Systems and methods for determining regularity of respiration
US20100292568A1 (en) 2008-04-03 2010-11-18 Kai Medical, Inc. Systems and methods for measurement of depth of breath and paradoxical breathing
US20100152600A1 (en) 2008-04-03 2010-06-17 Kai Sensors, Inc. Non-contact physiologic motion sensors and methods for use
US20120232432A1 (en) 2008-08-29 2012-09-13 Philippe Kahn Sensor Fusion for Activity Identification
US20100106044A1 (en) 2008-10-27 2010-04-29 Michael Linderman EMG measured during controlled hand movement for biometric analysis, medical diagnosis and related analysis
US20120245439A1 (en) 2008-11-20 2012-09-27 David Andre Method and apparatus for determining critical care parameters
US20120123232A1 (en) 2008-12-16 2012-05-17 Kayvan Najarian Method and apparatus for determining heart rate variability using wavelet transformation
US20100204550A1 (en) 2009-02-06 2010-08-12 Biancamed Limited Apparatus, system and method for chronic disease monitoring
US8211503B2 (en) 2009-03-25 2012-07-03 Shenzhen Futaihong Precision Industry Co., Ltd. Method for making device housing
US20100331145A1 (en) 2009-04-26 2010-12-30 Nike, Inc. Athletic Watch
US20120274508A1 (en) 2009-04-26 2012-11-01 Nike, Inc. Athletic Watch
US20110032105A1 (en) 2009-04-26 2011-02-10 Nike, Inc. GPS Features and Functionality in an Athletic Watch System
US20100298651A1 (en) 2009-05-20 2010-11-25 Triage Wireless, Inc. Cable system for generating signals for detecting motion and measuring vital signs
US20100298653A1 (en) 2009-05-20 2010-11-25 Triage Wireless, Inc. Method for measuring patient motion, activity level, and posture along with ptt-based blood pressure
US20100298650A1 (en) 2009-05-20 2010-11-25 Triage Wireless, Inc. Vital sign monitoring system featuring 3 accelerometers
US20100298661A1 (en) 2009-05-20 2010-11-25 Triage Wireless, Inc. Method for generating alarms/alerts based on a patient's posture and vital signs
CN101615098A (en) 2009-07-31 2009-12-30 深圳市易优特科技有限公司 A kind of anti-optical road of infrared touch panel and anti-light method
US20120172733A1 (en) 2009-08-27 2012-07-05 Jawon Medical Co., Ltd Apparatus and method of measuring blood pressure of examinee while detecting body activity of examinee
US20110066010A1 (en) 2009-09-15 2011-03-17 Jim Moon Body-worn vital sign monitor
US8386042B2 (en) 2009-11-03 2013-02-26 Medtronic Minimed, Inc. Omnidirectional accelerometer device and medical device incorporating same
US8792981B2 (en) 2009-11-03 2014-07-29 Medtronic Minimed, Inc. Omnidirectional accelerometer device and medical device incorporating same
US20110118621A1 (en) 2009-11-13 2011-05-19 Chu Tun-Hsiao Muscular energy state analysis system and method for swing motion and computer program product thereof
US20130009779A1 (en) 2010-03-19 2013-01-10 Werner Wittling Method for determining the activity of the parasympathetic nervous system and/or the sympathetic nervous system of the autonomic nervous system of a living being
US20130218053A1 (en) 2010-07-09 2013-08-22 The Regents Of The University Of California System comprised of sensors, communications, processing and inference on servers and other devices
US8868377B2 (en) 2010-09-30 2014-10-21 Fitbit, Inc. Portable monitoring devices and methods of operating same
US20120084054A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Portable monitoring devices and methods of operating same
US20120226471A1 (en) 2010-09-30 2012-09-06 Shelten Gee Jao Yuen Portable Monitoring Devices and Methods of Operating Same
US20140378872A1 (en) 2010-09-30 2014-12-25 Fitbit, Inc. Multimode sensor devices
US20140278139A1 (en) 2010-09-30 2014-09-18 Fitbit, Inc. Multimode sensor devices
US20120083716A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Portable Monitoring Devices and Methods of Operating Same
US20120084053A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Portable monitoring devices and methods of operating same
US20130073254A1 (en) 2010-09-30 2013-03-21 Fitbit, Inc. Portable monitoring devices and methods of operating same
US20130073255A1 (en) 2010-09-30 2013-03-21 Fitbit, Inc. Portable Monitoring Devices and Methods of Operating Same
US20120083714A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Activity Monitoring Systems and Methods of Operating Same
US20130080113A1 (en) 2010-09-30 2013-03-28 Shelten Gee Jao Yuen Portable Monitoring Devices and Methods of Operating Same
US20120226472A1 (en) 2010-09-30 2012-09-06 Shelten Gee Jao Yuen Portable Monitoring Devices and Methods of Operating Same
US20160034634A9 (en) 2010-09-30 2016-02-04 Fitbit, Inc. Multimode sensor devices
US20120083705A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Activity Monitoring Systems and Methods of Operating Same
US20130151196A1 (en) 2010-09-30 2013-06-13 Fitbit, Inc. Portable Monitoring Devices and Methods of Operating Same
US20130158369A1 (en) 2010-09-30 2013-06-20 Fitbit, Inc. Activity Monitoring Systems and Methods of Operating Same
US20120083715A1 (en) 2010-09-30 2012-04-05 Shelten Gee Jao Yuen Portable Monitoring Devices and Methods of Operating Same
US20140303523A1 (en) 2010-09-30 2014-10-09 Fitbit, Inc. Multimode sensor devices
US20130211265A1 (en) 2010-10-18 2013-08-15 3M Innovative Properties Company Multifunctional medical device for telemedicine applications
US20130106684A1 (en) 2010-11-01 2013-05-02 Nike, Inc. Wearable Device Assembly Having Athletic Functionality
US20120150074A1 (en) 2010-12-08 2012-06-14 EZ as a Drink Productions, Inc. Physical activity monitoring system
US8475367B1 (en) 2011-01-09 2013-07-02 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US20120253486A1 (en) 2011-03-30 2012-10-04 Polar Electro Oy Method for Calibrating Exercise Apparatus
US20120255875A1 (en) 2011-04-08 2012-10-11 Dexcom, Inc. Systems and methods for processing and transmitting sensor data
US20120316471A1 (en) 2011-06-10 2012-12-13 Aliphcom Power management in a data-capable strapband
CN102389313A (en) 2011-08-17 2012-03-28 天津大学 Device and method for measuring square wave modulated photoelectric volume pulse wave
CN103093420A (en) 2011-11-02 2013-05-08 原相科技股份有限公司 Image system and interference elimination method thereof
US20130191034A1 (en) 2012-01-19 2013-07-25 Nike, Inc. Energy expenditure
US8920332B2 (en) 2012-06-22 2014-12-30 Fitbit, Inc. Wearable heart rate monitor
US20150025394A1 (en) 2012-06-22 2015-01-22 Fitbit, Inc. Wearable heart rate monitor
US20140275852A1 (en) 2012-06-22 2014-09-18 Fitbit, Inc. Wearable heart rate monitor
US20140107493A1 (en) 2012-06-22 2014-04-17 Fitbit, Inc. Portable Biometric Monitoring Devices and Methods of Operating Same
US20140276119A1 (en) 2012-06-22 2014-09-18 Fitbit, Inc. Wearable heart rate monitor
US9237855B2 (en) 2012-06-22 2016-01-19 Fitbit, Inc. Wearable heart rate monitor
US20140288392A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Wearable heart rate monitor
US20140288391A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Wearable heart rate monitor
US20140288435A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Heart rate data collection
US20140288390A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Wearable heart rate monitor
US20140288436A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Wearable heart rate monitor
US20140288438A1 (en) 2012-06-22 2014-09-25 Fitbit, Inc. Wearable heart rate monitor
US9113795B2 (en) 2012-06-22 2015-08-25 Fitbit, Inc. Wearable heart rate monitor
US9113794B2 (en) 2012-06-22 2015-08-25 Fitbit, Inc. Wearable heart rate monitor
US20140142403A1 (en) 2012-06-22 2014-05-22 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20150230761A1 (en) 2012-06-22 2015-08-20 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20140378787A1 (en) 2012-06-22 2014-12-25 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20150223708A1 (en) 2012-06-22 2015-08-13 Fitbit, Inc. Heart rate data collection
US20150025393A1 (en) 2012-06-22 2015-01-22 Fitbit, Inc. Wearable heart rate monitor
US20140275854A1 (en) 2012-06-22 2014-09-18 Fitbit, Inc. Wearable heart rate monitor
US8945017B2 (en) 2012-06-22 2015-02-03 Fitbit, Inc. Wearable heart rate monitor
US8948832B2 (en) 2012-06-22 2015-02-03 Fitbit, Inc. Wearable heart rate monitor
US8954135B2 (en) 2012-06-22 2015-02-10 Fitbit, Inc. Portable biometric monitoring devices and methods of operating same
US8956303B2 (en) 2012-06-22 2015-02-17 Fitbit, Inc. Wearable heart rate monitor
US8998815B2 (en) 2012-06-22 2015-04-07 Fitbit, Inc. Wearable heart rate monitor
US9005129B2 (en) 2012-06-22 2015-04-14 Fitbit, Inc. Wearable heart rate monitor
US9042971B2 (en) 2012-06-22 2015-05-26 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US9044150B2 (en) 2012-06-22 2015-06-02 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US9044149B2 (en) 2012-06-22 2015-06-02 Fitbit, Inc. Heart rate data collection
US9049998B2 (en) 2012-06-22 2015-06-09 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20150196256A1 (en) 2012-06-22 2015-07-16 Fitbit, Inc. Wearable heart rate monitor
US20150201854A1 (en) 2012-06-22 2015-07-23 Fitbit, Inc. Wearable heart rate monitor
US20150201853A1 (en) 2012-06-22 2015-07-23 Fitbit, Inc. Wearable heart rate monitor
US20140135631A1 (en) 2012-06-22 2014-05-15 Fitbit, Inc. Biometric monitoring device with heart rate measurement activated by a single user-gesture
US20140073486A1 (en) 2012-09-04 2014-03-13 Bobo Analytics, Inc. Systems, devices and methods for continuous heart rate monitoring and interpretation
US20140074431A1 (en) 2012-09-10 2014-03-13 Apple Inc. Wrist Pedometer Step Detection
US20140099614A1 (en) 2012-10-08 2014-04-10 Lark Technologies, Inc. Method for delivering behavior change directives to a user
US20140241626A1 (en) 2013-02-28 2014-08-28 Korea University Research And Business Foundation Method and apparatus for analyzing video based on spatiotemporal patterns
US20140275821A1 (en) 2013-03-14 2014-09-18 Christopher V. Beckman Specialized Sensors and Techniques for Monitoring Personal Activity
US20140378786A1 (en) 2013-03-15 2014-12-25 Fitbit, Inc. Multimode sensor devices

Non-Patent Citations (103)

* Cited by examiner, † Cited by third party
Title
"Activator is One of the Best Cydia iPhone Hacks | Control your iPhone with Gestures," iphone-tips-and-advice.com, [retrieved on Jul. 9, 2013 at http://www.iphone-tips-and-advice.com/activatior.html], 10 pp.
"Parts of Your Band," (Product Release Date Unknown, downloaded Jul. 22, 2013) Jawbone UP Band, 1 page.
"Withings pulse, Quick Installation Guide" (Jul. 24, 2013) Withings Pulse QIG, v 1.3, withings.com/pulse, 16 pages.
Chinese First Office Action (no translation) dated Aug. 7, 2015 issued in CN 201410243180.6.
Chudnow, Alan (Dec. 3, 2012) "Basis Wristband Make Its Debut," The Wired Self, Living in a Wired World, published in Health [retrieved on Jul. 22, 2013 at http://thewiredself.com/health/basis-wrist-band-make-its-debut/], 3pp.
Cooper, Daniel (Aug. 16, 2013) Withings Pulse review, http://www.engadget.com/2013/08/16/withings-pulse-revew/, 8 pages.
DesMarais, Christina (posted on Sep. 3, 2013) "Which New Activity Tracker is Best for You?" Health and Home, Health & Fitness , Guides & Reviews, [Retrieved on Sep. 23, 2013 at http://www.techlicious.com/guide/which-new-activity-tracker-is-right-for-you/] 4 pp.
Duun et al., "A Novel Ring Shaped Photodiode for Reflectance Pulse Oximetry in Wireless Applications," IEEE Sensors Conference 2007, 4 pp.
Empson, Rip, (Sep. 22, 2011) "Basis Reveals an Awesome New Affordable Heart and Health Tracker You Can Wear on Your Wrist," [retrieved on Sep. 23, 2013 at http://techcrunch.com/2011/09/22/basis-reveals-an-awesome-new . . . ], 3 pp.
Fitbit User's Manual, Last Updated Oct. 22, 2009, 15 pages.
Forerunner® 10 Owner's Manual (Aug. 2012), Garmin Ltd., 10 pp.
Forerunner® 110 Owner's Manual, (2010) "GPS-Enabled Sport Watch," Garmin Ltd., 16 pp.
Forerunner® 201 personal trainer owner's manual, (Feb. 2006) Garmin Ltd., 48 pp.
Forerunner® 205/305 Owner's Manual, GPS-enabled trainer for runners, (2006-2008), Garmin Ltd., 80 pp.
Forerunner® 210 Owner's Manual, (2010) "GPS-Enabled Sport Watch," Garmin Ltd., 28 pp.
Forerunner® 301 personal trainer owner's manual, (Feb. 2006) Garmin Ltd., 66 pp.
Forerunner® 310XT Owner's Manual, Multisport GPS Training Device, (2009-2013), Garmin Ltd., 56 pp.
Forerunner® 405 Owner's Manual, (Mar. 2011) "GPS-Enabled Sport Watch with Wireless Sync," Garmin Ltd., 56 pp.
Forerunner® 405CX Owner's Manual, "GPS-Enabled Sports Watch With Wireless Sync," (Mar. 2009), Garmin Ltd., 56 pp.
Forerunner® 410 Owner's Manual, (Jul. 2012) "GPS-Enabled Sport Watch with Wireless Sync," Garmin Ltd., 52 pp.
Forerunner® 50 with ANT+Sport(TM) wireless technology, Owner's Manual, (Nov. 2007) Garmin Ltd., 44 pp.
Forerunner® 50 with ANT+Sport™ wireless technology, Owner's Manual, (Nov. 2007) Garmin Ltd., 44 pp.
Forerunner® 910XT Owner's Manual, (Jan. 2013) Garmin Ltd., 56 pp.
Garmin Swim(TM) Owner's Manual (Jun. 2012), 12 pp.
Garmin Swim™ Owner's Manual (Jun. 2012), 12 pp.
Lark/Larkpro, User Manual, (2012) "What's in the box," Lark Technologies, 7 pp.
Larklife, User Manual, (2012) Lark Technologies, 7 pp.
LIFETRNR, User Manual (2003, specific date unknown), NB new balance®, Implus Footcare, LLC, 3 pages.
Litigation Document-"Complaint for Patent Infringement," filed Oct. 29, 2015, in U.S. District Court of Delaware [Re: U.S. Pat. No. 8,868,377, 8,920,332, and 9,089,760].
Litigation Document-"Report on the Filing or Determination of an Action Regarding a Patent or Trademark," filed Oct. 29, 2015, in U.S. District Court of Delaware [Re: U.S. Pat. No. 8,868,377, 8,920,332, and 9,089,760].
Nike+ FuelBand GPS Manual, User's Guide (Product Release Date Unknown, downloaded Jul. 22, 2013), 26 pages.
Nike+SportBand User's Guide, (Product Release Date Unknown, downloaded Jul. 22, 2013), 36 pages.
Nike+SportWatch GPS Manual, User's Guide, Powered by TOMTOM, (Product Release Date Unknown, downloaded Jul. 22, 2013), 42 pages.
Polar WearLink® + Coded Transmitter 31 Coded Transmitter W.I.N.D. User Manual, Polar® Listen to Your Body, Manufactured by Polar Electro Oy, 11 pages.
Rainmaker, (Jul. 25, 2013) "Basis B1 Watch In-Depth Review," [retrieved on Feb. 4, 2014 at http://www.dcrainmaker.com/2013/07/basis-b1-review.html], 56 pp.
Rainmaker, (Jun. 25, 2012, updated Feb 16, 2013) "Garmin Swim watch In-Depth Review," [retrieved on Sep. 9, 2013 at http://www.dcrainmaker.com/2012/06/garmin-swim-in-depth-review.html, 38 pp.
U.S. Appl. No. 14/214,655, filed Mar. 14, 2014, Hong et al.
U.S. Appl. No. 14/724,750, filed May 28, 2015, Sarantos et al.
U.S. Appl. No. 14/954,753, filed Nov. 30, 2015, Richards et al.
US Final Office Action, dated Apr. 15, 2015, issued in U.S. Appl. No. 14/295,076.
US Final Office Action, dated Apr. 8, 2015, issued in U.S. Appl. No. 14/216,743.
US Final Office Action, dated Dec. 19, 2014, issued in U.S. Appl. No. 14/481,762.
US Final Office Action, dated Feb. 8, 2016, issued in U.S. Appl. No. 14/216,743.
US Final Office Action, dated Jul. 7, 2015, issued in U.S. Appl. No. 14/481,020.
US Final Office Action, dated May 11, 2015, issued in U.S. Appl. No. 14/507,184.
US Final Office Action, dated Nov. 21, 2014, issued in U.S. Appl. No. 14/250,256.
US Final Office Action, dated Nov. 4, 2015, issued in U.S. Appl. No. 14/673,634.
US Final Office Action, dated Nov. 5, 2015, issued in U.S. Appl. No. 14/481,762.
US Final Office Action, dated Oct. 23, 2015, issued in U.S. Appl. No. 14/250,256.
US Notice of Allowance (Corrected Notice of Allowability), dated Dec. 18, 2015, issued in U.S. Appl. No. 14/507,184.
US Notice of Allowance (Corrected Notice of Allowability), dated Dec. 31, 2014, issued in U.S. Appl. No. 14/292,669.
US Notice of Allowance (Corrected Notice of Allowability), dated Dec. 31, 2014, issued in U.S. Appl. No. 14/295,158.
US Notice of Allowance (Corrected Notice of Allowability), dated Jan. 5, 2015, issued in U.S. Appl. No. 14/295,122.
US Notice of Allowance (Corrected Notice of Allowability), dated Jul. 16, 2015, issued in U.S. Appl. No. 14/507,173.
US Notice of Allowance (Corrected Notice of Allowability), dated Mar. 11, 2015, issued in U.S. Appl. No. 14/295,059.
US Notice of Allowance (Corrected Notice of Allowability), dated Mar. 5, 2015, issued in U.S. Appl. No. 14/292,673.
US Notice of Allowance (Corrected Notice of Allowability), dated May 14, 2015, issued U.S. Appl. No. 14/154,019.
US Notice of Allowance (Corrected Notice of Allowability), dated May 6, 2015, issued in U.S. Appl. No. 14/484,104.
US Notice of Allowance (Corrected Notice of Allowability), dated Oct. 14, 2014, issued in U.S. Appl. No. 14/292,669.
US Notice of Allowance, dated Apr. 14, 2015, issued in U.S. Appl. No. 14/295,161.
US Notice of Allowance, dated Apr. 17, 2015, issued in U.S. Appl. No. 14/507,173.
US Notice of Allowance, dated Aug. 11, 2015, issued in U.S. Appl. No. 14/507,184.
US Notice of Allowance, dated Dec. 3, 2014, issued in U.S. Appl. No. 14/295,144.
US Notice of Allowance, dated Dec. 8, 2014, issued in U.S. Appl. No. 14/292,673.
US Notice of Allowance, dated Feb. 6, 2015, issued in U.S. Appl. No. 14/290,884.
US Notice of Allowance, dated Jan. 21, 2015, issued in U.S. Appl. No. 14/154,009.
US Notice of Allowance, dated Jan. 28, 2015, issued in U.S. Appl. No. 14/295,059.
US Notice of Allowance, dated Jul. 27, 2015, issued in U.S. Appl. No. 14/693,710.
US Notice of Allowance, dated Jul. 28, 2015, issued in U.S. Appl. No. 14/295,161.
US Notice of Allowance, dated Mar. 19, 2015, issued in U.S. Appl. No. 14/484,104.
US Notice of Allowance, dated Mar. 20, 2015, issued in U.S. Appl. No. 14/154,019.
US Notice of Allowance, dated Nov. 19, 2014, issued in U.S. Appl. No. 13/924,784.
US Notice of Allowance, dated Nov. 24, 2014, issued in U.S. Appl. No. 14/295,122.
US Notice of Allowance, dated Nov. 25, 2015, issued in U.S. Appl. No. 14/673,630.
US Notice of Allowance, dated Oct. 14, 2014, issued in U.S. Appl. No. 14/295,144.
US Notice of Allowance, dated Sep. 23, 2014, issued in U.S. Appl. No. 14/292,669.
US Notice of Allowance, dated Sep. 26, 2014, issued in U.S. Appl. No. 14/295,158.
US Office Action, dated Aug. 22, 2014, issued in U.S. Appl. No. 14/250,256.
US Office Action, dated Aug. 4, 2014, issued in U.S. Appl. No. 13/924,784.
US Office Action, dated Aug. 5, 2014, issued in U.S. Appl. No. 14/292,673.
US Office Action, dated Dec. 10, 2014, issued in U.S. Appl. No. 14/484,104.
US Office Action, dated Dec. 24, 2014, issued in U.S. Appl. No. 14/295,076.
US Office Action, dated Dec. 4, 2014, issued in U.S. Appl. No. 14/216,743.
US Office Action, dated Jan. 23, 2015, issued in U.S. Appl. No. 14/507,184.
US Office Action, dated Jan. 26, 2015, issued in U.S. Appl. No. 14/295,161.
US Office Action, dated Jan. 27, 2015, issued in U.S. Appl. No. 14/507,173.
US Office Action, dated Jul. 31, 2014, issued in U.S. Appl. No. 14/295,122.
US Office Action, dated Jul. 7, 2015, issued in U.S. Appl. No. 14/481,762.
US Office Action, dated Jul. 8, 2015, issued in U.S. Appl. No. 14/250,256.
US Office Action, dated Jun. 22, 2015, issued in U.S. Appl. No. 14/693,710.
US Office Action, dated Jun. 8, 2015, issued in U.S. Appl. No. 14/673,634.
US Office Action, dated Mar. 12, 2015, issued in U.S. Appl. No. 14/481,020.
US Office Action, dated Mar. 14, 2014, issued in U.S. Appl. No. 14/154,009.
US Office Action, dated May 11, 2015, issued in U.S. Appl. No. 14/673,630.
US Office Action, dated Nov. 25, 2014, issued in U.S. Appl. No. 14/154,019.
US Office Action, dated Oct. 2, 2015, issued in U.S. Appl. No. 14/216,743.
US Office Action, dated Oct. 22, 2014, issued in U.S. Appl. No. 14/290,884.
US Office Action, dated Oct. 22, 2015, issued in U.S. Appl. No. 14/295,076.
US Office Action, dated Oct. 27, 2015, issued in U.S. Appl. No. 14/481,020.
US Office Action, dated Oct. 7, 2014, issued in U.S. Appl. No. 14/481,762.
US Office Action, dated Sep. 18, 2014, issued in U.S. Appl. No. 14/295,059.
US Office Action, dated Sep. 29, 2014, issued in U.S. Appl. No. 14/154,009.
Zijlstra, Wiebren, (2004) "Assessment of spatio-temporal parameters during unconstrained walking," Eur J Appl Physiol, 92:39-44.

Cited By (59)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11638532B2 (en) 2008-07-03 2023-05-02 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
US11426103B2 (en) 2008-07-03 2022-08-30 Masimo Corporation Multi-stream data collection system for noninvasive measurement of blood constituents
US11484229B2 (en) 2008-07-03 2022-11-01 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
US11484230B2 (en) 2008-07-03 2022-11-01 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
US11751773B2 (en) 2008-07-03 2023-09-12 Masimo Corporation Emitter arrangement for physiological measurements
US11647914B2 (en) 2008-07-03 2023-05-16 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
US11642036B2 (en) 2008-07-03 2023-05-09 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
US11642037B2 (en) 2008-07-03 2023-05-09 Masimo Corporation User-worn device for noninvasively measuring a physiological parameter of a user
US11883195B2 (en) 2010-09-30 2024-01-30 Fitbit, Inc. Multimode sensor devices
US10216893B2 (en) 2010-09-30 2019-02-26 Fitbit, Inc. Multimode sensor devices
US10381109B2 (en) 2010-09-30 2019-08-13 Fitbit, Inc. Multimode sensor devices
US10178973B2 (en) 2012-06-22 2019-01-15 Fitbit, Inc. Wearable heart rate monitor
US11096601B2 (en) 2012-06-22 2021-08-24 Fitbit, Inc. Optical device for determining pulse rate
US9662053B2 (en) 2012-06-22 2017-05-30 Fitbit, Inc. Physiological data collection
US9456787B2 (en) 2012-06-22 2016-10-04 Fitbit, Inc. Wearable heart rate monitor
US10413251B2 (en) 2012-10-07 2019-09-17 Rhythm Diagnostic Systems, Inc. Wearable cardiac monitor
US10993671B2 (en) 2012-10-07 2021-05-04 Rds Health monitoring systems and methods
US11937946B2 (en) 2012-10-07 2024-03-26 Rds Wearable cardiac monitor
US10610159B2 (en) * 2012-10-07 2020-04-07 Rhythm Diagnostic Systems, Inc. Health monitoring systems and methods
US10842391B2 (en) 2012-10-07 2020-11-24 Rds Sas Health monitoring systems and methods
US10863947B2 (en) 2012-10-07 2020-12-15 Rds Sas Health monitoring systems and methods
US10959678B2 (en) 2012-10-07 2021-03-30 Rds Health monitoring systems and methods
US20210100514A1 (en) * 2012-10-07 2021-04-08 Rds Sas Health monitoring systems and methods
US10980486B2 (en) 2012-10-07 2021-04-20 Rds Health monitoring systems and methods
US10244949B2 (en) 2012-10-07 2019-04-02 Rhythm Diagnostic Systems, Inc. Health monitoring systems and methods
US11185291B2 (en) 2012-10-07 2021-11-30 Rds Health monitoring systems and methods
US20180177459A1 (en) * 2012-10-07 2018-06-28 Rhythm Diagnostic Systems, Inc. Health monitoring systems and methods
US11786182B2 (en) 2012-10-07 2023-10-17 Rds Health monitoring systems and methods
US11259707B2 (en) 2013-01-15 2022-03-01 Fitbit, Inc. Methods, systems and devices for measuring heart rate
USD850626S1 (en) 2013-03-15 2019-06-04 Rhythm Diagnostic Systems, Inc. Health monitoring apparatuses
US10512407B2 (en) 2013-06-24 2019-12-24 Fitbit, Inc. Heart rate data collection
US10986816B2 (en) 2014-03-26 2021-04-27 Scr Engineers Ltd. Livestock location system
US10165954B2 (en) * 2014-07-31 2019-01-01 Salutron Inc. Integrated sensor modules
US20160029911A1 (en) * 2014-07-31 2016-02-04 Salutron, Inc. Integrated sensor modules
US11071279B2 (en) 2014-09-05 2021-07-27 Intervet Inc. Method and system for tracking health in animal populations
US10986817B2 (en) 2014-09-05 2021-04-27 Intervet Inc. Method and system for tracking health in animal populations
US9775548B2 (en) 2015-05-28 2017-10-03 Fitbit, Inc. Heart rate sensor with high-aspect-ratio photodetector element
US11206989B2 (en) 2015-12-10 2021-12-28 Fitbit, Inc. Light field management in an optical biological parameter sensor
US11317816B1 (en) 2015-12-14 2022-05-03 Fitbit, Inc. Multi-wavelength pulse oximetry
US10568525B1 (en) 2015-12-14 2020-02-25 Fitbit, Inc. Multi-wavelength pulse oximetry
US20170241834A1 (en) * 2016-02-19 2017-08-24 Lite-On Opto Technology (Changzhou) Co., Ltd. Optical sensor module and a wearable device including the same
US20170281027A1 (en) * 2016-04-05 2017-10-05 Silicon Laboratories Inc. Optical Arrangement For Power-Efficient, Low Noise Photoplethysmographic Sensor Module
US10433739B2 (en) 2016-04-29 2019-10-08 Fitbit, Inc. Multi-channel photoplethysmography sensor
US11666235B2 (en) 2016-04-29 2023-06-06 Fitbit, Inc. In-canal heart rate monitoring apparatus
US11633117B2 (en) 2016-04-29 2023-04-25 Fitbit, Inc. Multi-channel photoplethysmography sensor
US11559216B1 (en) * 2016-08-12 2023-01-24 Apple Inc. Integrated photodiode
US11172649B2 (en) 2016-09-28 2021-11-16 Scr Engineers Ltd. Holder for a smart monitoring tag for cows
US20230355133A1 (en) * 2016-12-12 2023-11-09 Adidas Ag Wireless data communication and power transmission athletic apparel module
US11779231B2 (en) 2017-04-07 2023-10-10 Fitbit, Inc. Multiple source-detector pair photoplethysmography (PPG) sensor
US11051706B1 (en) 2017-04-07 2021-07-06 Fitbit, Inc. Multiple source-detector pair photoplethysmography (PPG) sensor
USD850316S1 (en) * 2017-05-22 2019-06-04 Precision Dynamics Corporation VIR band
US11266320B2 (en) * 2017-09-26 2022-03-08 Apple Inc. Concentric architecture for optical sensing
US11062116B2 (en) 2017-11-01 2021-07-13 Samsung Electronics Co., Ltd. Electronic device including a plurality of light emitting units and a plurality of light receiving units
US11832584B2 (en) 2018-04-22 2023-12-05 Vence, Corp. Livestock management system and method
US11864529B2 (en) 2018-10-10 2024-01-09 S.C.R. (Engineers) Limited Livestock dry off method and device
US11903700B2 (en) 2019-08-28 2024-02-20 Rds Vital signs monitoring systems and methods
US11832587B2 (en) 2020-06-18 2023-12-05 S.C.R. (Engineers) Limited Animal tag
USD990062S1 (en) 2020-06-18 2023-06-20 S.C.R. (Engineers) Limited Animal ear tag
USD990063S1 (en) 2020-06-18 2023-06-20 S.C.R. (Engineers) Limited Animal ear tag

Also Published As

Publication number Publication date
EP3097848A1 (en) 2016-11-30
US9775548B2 (en) 2017-10-03
CN106175740A (en) 2016-12-07
MY183004A (en) 2021-02-05
US20160345881A1 (en) 2016-12-01
EP3097848B1 (en) 2023-07-05

Similar Documents

Publication Publication Date Title
US9775548B2 (en) Heart rate sensor with high-aspect-ratio photodetector element
CN106901703B (en) Light field management in optical biometric sensors
TWI594445B (en) Opto-electronic modules including features to help reduce stray light and/or optical cross-talk
US8740791B2 (en) Biological information detector and biological information measurement device
TWI623766B (en) Biometric device and method and wearable carrier
JP6293927B2 (en) Sensor
US10690538B2 (en) Optical sensor module and a wearable device including the same
JP5446915B2 (en) Biological information detector and biological information measuring device
JP5907200B2 (en) Photodetection unit and biological information detection apparatus
CN110432868A (en) A kind of human body physiological parameter monitoring assembly and wearable device
JP6507670B2 (en) Information acquisition device
KR102209580B1 (en) Ppg sensor package
KR102232467B1 (en) Ppg sensor package
CN115227222A (en) Heart rate detection module and electronic equipment
US11419510B2 (en) Biological sensor module and biological information measuring apparatus
US20220015673A1 (en) Integrated optical biosensors including molded beam shaping elements
JP6323088B2 (en) Photodetection unit and biological information detection apparatus
US20230270332A1 (en) Detecting device and measuring apparatus
US20230270338A1 (en) Detecting device and measuring device
CN219594569U (en) Photoplethysmograph sensor and wearable device
CN220212904U (en) Wearing equipment
US20220170852A1 (en) Detecting device and measuring device
JP2018061675A (en) Detection device and measuring device
KR101678153B1 (en) Wearable device having sensor for measuring body signal and calculating body signal method thereby
JP5880536B2 (en) Biological information detector and biological information measuring device

Legal Events

Date Code Title Description
AS Assignment

Owner name: FITBIT, INC., CALIFORNIA

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:SARANTOS, CHRIS H.;RICHARDS, PETER W.;SIGNING DATES FROM 20150603 TO 20150605;REEL/FRAME:035811/0964

STCF Information on status: patent grant

Free format text: PATENTED CASE

MAFP Maintenance fee payment

Free format text: PAYMENT OF MAINTENANCE FEE, 4TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1551); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY

Year of fee payment: 4

MAFP Maintenance fee payment

Free format text: PAYMENT OF MAINTENANCE FEE, 8TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1552); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY

Year of fee payment: 8